Liu-Hy commited on
Commit
0445d31
·
verified ·
1 Parent(s): c9ef4fb

Add files using upload-large-folder tool

Browse files
This view is limited to 50 files because it contains too many changes.   See raw diff
Files changed (50) hide show
  1. p3/regress/HIV_Resistance/significant_genes_condition_Hypertension.json +90 -0
  2. p3/regress/HIV_Resistance/significant_genes_condition_None.json +108 -0
  3. p3/regress/HIV_Resistance/significant_genes_condition_Obesity.json +93 -0
  4. p3/regress/Height/significant_genes_condition_Gender.json +109 -0
  5. p3/regress/Height/significant_genes_condition_Hypertension.json +112 -0
  6. p3/regress/Height/significant_genes_condition_None.json +106 -0
  7. p3/regress/Height/significant_genes_condition_Obesity.json +115 -0
  8. p3/regress/Height/significant_genes_condition_Type_2_Diabetes.json +109 -0
  9. p3/regress/Hepatitis/significant_genes_condition_Age.json +624 -0
  10. p3/regress/Hepatitis/significant_genes_condition_Gender.json +75 -0
  11. p3/regress/Hepatitis/significant_genes_condition_Hypertension.json +45 -0
  12. p3/regress/Hepatitis/significant_genes_condition_None.json +54 -0
  13. p3/regress/Hepatitis/significant_genes_condition_Obesity.json +45 -0
  14. p3/regress/Huntingtons_Disease/significant_genes_condition_Atrial_Fibrillation.json +789 -0
  15. p3/regress/Huntingtons_Disease/significant_genes_condition_Bipolar_disorder.json +792 -0
  16. p3/regress/Huntingtons_Disease/significant_genes_condition_Breast_Cancer.json +783 -0
  17. p3/regress/Huntingtons_Disease/significant_genes_condition_COVID-19.json +801 -0
  18. p3/regress/Huntingtons_Disease/significant_genes_condition_Chronic_kidney_disease.json +783 -0
  19. p3/regress/Huntingtons_Disease/significant_genes_condition_Chronic_obstructive_pulmonary_disease_(COPD).json +588 -0
  20. p3/regress/Huntingtons_Disease/significant_genes_condition_Coronary_artery_disease.json +744 -0
  21. p3/regress/Huntingtons_Disease/significant_genes_condition_Fibromyalgia.json +750 -0
  22. p3/regress/Huntingtons_Disease/significant_genes_condition_Gender.json +768 -0
  23. p3/regress/Huntingtons_Disease/significant_genes_condition_Hypertension.json +786 -0
  24. p3/regress/Huntingtons_Disease/significant_genes_condition_Liver_Cancer.json +786 -0
  25. p3/regress/Huntingtons_Disease/significant_genes_condition_Migraine.json +762 -0
  26. p3/regress/Huntingtons_Disease/significant_genes_condition_None.json +783 -0
  27. p3/regress/Huntingtons_Disease/significant_genes_condition_Obesity.json +771 -0
  28. p3/regress/Huntingtons_Disease/significant_genes_condition_Obsessive-Compulsive_Disorder.json +765 -0
  29. p3/regress/Huntingtons_Disease/significant_genes_condition_Osteoarthritis.json +744 -0
  30. p3/regress/Huntingtons_Disease/significant_genes_condition_Polycystic_Ovary_Syndrome.json +774 -0
  31. p3/regress/Huntingtons_Disease/significant_genes_condition_Post-Traumatic_Stress_Disorder.json +774 -0
  32. p3/regress/Huntingtons_Disease/significant_genes_condition_Prostate_Cancer.json +765 -0
  33. p3/regress/Huntingtons_Disease/significant_genes_condition_Psoriasis.json +801 -0
  34. p3/regress/Huntingtons_Disease/significant_genes_condition_Schizophrenia.json +555 -0
  35. p3/regress/Huntingtons_Disease/significant_genes_condition_Type_1_Diabetes.json +783 -0
  36. p3/regress/Hypertension/significant_genes_condition_Age.json +363 -0
  37. p3/regress/Hypertension/significant_genes_condition_Atrial_Fibrillation.json +360 -0
  38. p3/regress/Hypertension/significant_genes_condition_Bipolar_disorder.json +360 -0
  39. p3/regress/Hypertension/significant_genes_condition_Breast_Cancer.json +363 -0
  40. p3/regress/Hypertension/significant_genes_condition_COVID-19.json +345 -0
  41. p3/regress/Hypertension/significant_genes_condition_Cardiovascular_Disease.json +342 -0
  42. p3/regress/Hypertension/significant_genes_condition_Chronic_kidney_disease.json +354 -0
  43. p3/regress/Hypertension/significant_genes_condition_Chronic_obstructive_pulmonary_disease_(COPD).json +348 -0
  44. p3/regress/Hypertension/significant_genes_condition_Coronary_artery_disease.json +357 -0
  45. p3/regress/Hypertension/significant_genes_condition_Gender.json +366 -0
  46. p3/regress/Hypertension/significant_genes_condition_Huntingtons_Disease.json +360 -0
  47. p3/regress/Hypertension/significant_genes_condition_Migraine.json +363 -0
  48. p3/regress/Hypertension/significant_genes_condition_None.json +348 -0
  49. p3/regress/Hypertension/significant_genes_condition_Obesity.json +348 -0
  50. p3/regress/Hypertension/significant_genes_condition_Osteoarthritis.json +357 -0
p3/regress/HIV_Resistance/significant_genes_condition_Hypertension.json ADDED
@@ -0,0 +1,90 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "significant_genes": {
3
+ "Variable": [
4
+ "RBM3",
5
+ "PAK2",
6
+ "ANKRD36",
7
+ "PNO1",
8
+ "EYA2",
9
+ "SLC46A1",
10
+ "GML",
11
+ "TRAV21",
12
+ "KIR3DL3",
13
+ "ENAM",
14
+ "LRIG2",
15
+ "CLDND1",
16
+ "ZNF212",
17
+ "RUSC1-AS1",
18
+ "CSF1R",
19
+ "NME9",
20
+ "SH3BGRL2",
21
+ "ANP32A-IT1",
22
+ "MICU1",
23
+ "MGAM",
24
+ "ZNF703",
25
+ "TMEM256"
26
+ ],
27
+ "Coefficient": [
28
+ 0.0683985492804084,
29
+ -0.054206551606018664,
30
+ 0.039818922761147395,
31
+ 0.03666367516639985,
32
+ 0.03163592649950802,
33
+ 0.027369336251588137,
34
+ 0.02397096513767917,
35
+ 0.022594725062474747,
36
+ -0.020157006428195377,
37
+ 0.017794406998024204,
38
+ 0.01624221009922887,
39
+ 0.014457359316171231,
40
+ 0.011434260270377522,
41
+ 0.010294505927031683,
42
+ -0.008082817353047451,
43
+ 0.007065220698581228,
44
+ -0.006784471693352479,
45
+ 0.00438568451908402,
46
+ -0.004155805182394837,
47
+ -0.0022327752259103046,
48
+ -0.0018903112235534904,
49
+ 0.0005065672526894342
50
+ ],
51
+ "Absolute Coefficient": [
52
+ 0.0683985492804084,
53
+ 0.054206551606018664,
54
+ 0.039818922761147395,
55
+ 0.03666367516639985,
56
+ 0.03163592649950802,
57
+ 0.027369336251588137,
58
+ 0.02397096513767917,
59
+ 0.022594725062474747,
60
+ 0.020157006428195377,
61
+ 0.017794406998024204,
62
+ 0.01624221009922887,
63
+ 0.014457359316171231,
64
+ 0.011434260270377522,
65
+ 0.010294505927031683,
66
+ 0.008082817353047451,
67
+ 0.007065220698581228,
68
+ 0.006784471693352479,
69
+ 0.00438568451908402,
70
+ 0.004155805182394837,
71
+ 0.0022327752259103046,
72
+ 0.0018903112235534904,
73
+ 0.0005065672526894342
74
+ ]
75
+ },
76
+ "cv_performance": {
77
+ "prediction": {
78
+ "accuracy": 88.23529411764704,
79
+ "precision": 91.6883116883117,
80
+ "recall": 85.02164502164501,
81
+ "f1": 86.82706766917292
82
+ },
83
+ "selection": {
84
+ "precision": 0.0,
85
+ "recall": 0.0,
86
+ "f1": 0.0,
87
+ "jaccard": 0.0
88
+ }
89
+ }
90
+ }
p3/regress/HIV_Resistance/significant_genes_condition_None.json ADDED
@@ -0,0 +1,108 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "significant_genes": {
3
+ "Variable": [
4
+ "RBM3",
5
+ "SLC46A1",
6
+ "TMEM256",
7
+ "EYA2",
8
+ "ANP32A-IT1",
9
+ "TRAV21",
10
+ "PNO1",
11
+ "KIR3DL3",
12
+ "ANKRD36",
13
+ "SNHG9",
14
+ "RUSC1-AS1",
15
+ "CLDND1",
16
+ "ANKRD36B",
17
+ "LRRC37BP1",
18
+ "ZNF703",
19
+ "GML",
20
+ "THBD",
21
+ "ENAM",
22
+ "SH3BGRL2",
23
+ "LRIG2",
24
+ "PATZ1",
25
+ "APLP1",
26
+ "PAK2",
27
+ "CALCOCO1",
28
+ "ANKRD20A9P",
29
+ "TCAF2",
30
+ "CEP89",
31
+ "MGAM"
32
+ ],
33
+ "Coefficient": [
34
+ 0.08045010678506206,
35
+ 0.056814146189676694,
36
+ 0.039601911678490094,
37
+ 0.03721353290814689,
38
+ 0.02855763293410229,
39
+ 0.025903388293322203,
40
+ 0.022673525266437088,
41
+ -0.016524523557466583,
42
+ 0.016364691479216584,
43
+ -0.01592121297108277,
44
+ 0.015599405110002141,
45
+ 0.014978954426324569,
46
+ 0.014847581968317263,
47
+ 0.014216567911754331,
48
+ -0.009510587438028035,
49
+ 0.006836095653282718,
50
+ -0.006032926544358933,
51
+ 0.005716963373279366,
52
+ -0.004283865888290015,
53
+ 0.0039428647492399695,
54
+ 0.003916265080629616,
55
+ 0.0038817082863608146,
56
+ -0.0024207469041029593,
57
+ -0.002157176488848358,
58
+ 0.001483912095338785,
59
+ 0.0006970855854572064,
60
+ 0.0006846646352198061,
61
+ -0.0006630032188908208
62
+ ],
63
+ "Absolute Coefficient": [
64
+ 0.08045010678506206,
65
+ 0.056814146189676694,
66
+ 0.039601911678490094,
67
+ 0.03721353290814689,
68
+ 0.02855763293410229,
69
+ 0.025903388293322203,
70
+ 0.022673525266437088,
71
+ 0.016524523557466583,
72
+ 0.016364691479216584,
73
+ 0.01592121297108277,
74
+ 0.015599405110002141,
75
+ 0.014978954426324569,
76
+ 0.014847581968317263,
77
+ 0.014216567911754331,
78
+ 0.009510587438028035,
79
+ 0.006836095653282718,
80
+ 0.006032926544358933,
81
+ 0.005716963373279366,
82
+ 0.004283865888290015,
83
+ 0.0039428647492399695,
84
+ 0.003916265080629616,
85
+ 0.0038817082863608146,
86
+ 0.0024207469041029593,
87
+ 0.002157176488848358,
88
+ 0.001483912095338785,
89
+ 0.0006970855854572064,
90
+ 0.0006846646352198061,
91
+ 0.0006630032188908208
92
+ ]
93
+ },
94
+ "cv_performance": {
95
+ "prediction": {
96
+ "accuracy": 87.05882352941177,
97
+ "precision": 89.33333333333333,
98
+ "recall": 85.02164502164501,
99
+ "f1": 85.75031782354438
100
+ },
101
+ "selection": {
102
+ "precision": 0.0,
103
+ "recall": 0.0,
104
+ "f1": 0.0,
105
+ "jaccard": 0.0
106
+ }
107
+ }
108
+ }
p3/regress/HIV_Resistance/significant_genes_condition_Obesity.json ADDED
@@ -0,0 +1,93 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "significant_genes": {
3
+ "Variable": [
4
+ "RBM3",
5
+ "SLC46A1",
6
+ "NME9",
7
+ "EYA2",
8
+ "ANKRD36",
9
+ "CSF1R",
10
+ "PAK2",
11
+ "SNHG9",
12
+ "ENAM",
13
+ "PATZ1",
14
+ "MGAM",
15
+ "ANP32A-IT1",
16
+ "PNO1",
17
+ "LRRC37BP1",
18
+ "KIR3DL3",
19
+ "TMEM256",
20
+ "ZNF703",
21
+ "ZNF212",
22
+ "GML",
23
+ "TRAV21",
24
+ "KIR3DL2",
25
+ "CLDND1",
26
+ "THBD"
27
+ ],
28
+ "Coefficient": [
29
+ 0.08183414268147167,
30
+ 0.055792389757367666,
31
+ 0.04228501373412373,
32
+ 0.036804521979016215,
33
+ 0.036498754792232566,
34
+ -0.029906258272132464,
35
+ -0.016954206159084044,
36
+ -0.015105315063459267,
37
+ 0.014693946723709684,
38
+ 0.014123698733166594,
39
+ -0.011954030253942231,
40
+ 0.011064100582218643,
41
+ 0.01046716860390062,
42
+ 0.008974158208244837,
43
+ -0.008957921978863952,
44
+ 0.0071872890688183194,
45
+ -0.006846645324069179,
46
+ 0.0061351373362579535,
47
+ 0.004843809806418251,
48
+ 0.0029012377522364312,
49
+ -0.001822426831926677,
50
+ 0.0015500600046166985,
51
+ -0.0010425711010805018
52
+ ],
53
+ "Absolute Coefficient": [
54
+ 0.08183414268147167,
55
+ 0.055792389757367666,
56
+ 0.04228501373412373,
57
+ 0.036804521979016215,
58
+ 0.036498754792232566,
59
+ 0.029906258272132464,
60
+ 0.016954206159084044,
61
+ 0.015105315063459267,
62
+ 0.014693946723709684,
63
+ 0.014123698733166594,
64
+ 0.011954030253942231,
65
+ 0.011064100582218643,
66
+ 0.01046716860390062,
67
+ 0.008974158208244837,
68
+ 0.008957921978863952,
69
+ 0.0071872890688183194,
70
+ 0.006846645324069179,
71
+ 0.0061351373362579535,
72
+ 0.004843809806418251,
73
+ 0.0029012377522364312,
74
+ 0.001822426831926677,
75
+ 0.0015500600046166985,
76
+ 0.0010425711010805018
77
+ ]
78
+ },
79
+ "cv_performance": {
80
+ "prediction": {
81
+ "accuracy": 87.05882352941177,
82
+ "precision": 89.55555555555556,
83
+ "recall": 86.06060606060605,
84
+ "f1": 86.42063492063491
85
+ },
86
+ "selection": {
87
+ "precision": 0.0,
88
+ "recall": 0.0,
89
+ "f1": 0.0,
90
+ "jaccard": 0.0
91
+ }
92
+ }
93
+ }
p3/regress/Height/significant_genes_condition_Gender.json ADDED
@@ -0,0 +1,109 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "significant_genes": {
3
+ "Variable": [
4
+ "ST3",
5
+ "EHMT1",
6
+ "NUF2",
7
+ "ALG10B",
8
+ "KAT8",
9
+ "MRTFA",
10
+ "EMILIN1",
11
+ "SDHA",
12
+ "TEK",
13
+ "AFAP1",
14
+ "PNN",
15
+ "MYORG",
16
+ "SLC9A9",
17
+ "MIR503",
18
+ "SGSM3",
19
+ "SPTY2D1",
20
+ "STEAP1",
21
+ "RIC8A",
22
+ "EDAR",
23
+ "RABAC1",
24
+ "LFNG",
25
+ "NAMPT",
26
+ "KIAA0319",
27
+ "IGKV3-20",
28
+ "RPS26",
29
+ "CD200",
30
+ "GAS6",
31
+ "NCBP2",
32
+ "HMGA2"
33
+ ],
34
+ "Coefficient": [
35
+ 0.008339392211522457,
36
+ -0.006606735811969073,
37
+ 0.005526956878095621,
38
+ -0.005469199653363999,
39
+ -0.004565204014355382,
40
+ 0.004305399371054638,
41
+ -0.004022858953264087,
42
+ -0.003757074701397593,
43
+ 0.0033590053398013116,
44
+ -0.002837310704029575,
45
+ -0.002166185787775365,
46
+ 0.002036148727398409,
47
+ 0.0020030984078517064,
48
+ -0.0019693452401679705,
49
+ 0.001788563065566919,
50
+ -0.0017623983854647737,
51
+ 0.0013853728926307657,
52
+ 0.0013482555360600943,
53
+ -0.0012949805444924605,
54
+ 0.0012691408755853353,
55
+ 0.0009025048983336981,
56
+ 0.0008260526515676458,
57
+ 0.0004826364164118048,
58
+ 0.00040249059825692027,
59
+ 0.0003840025751836866,
60
+ 0.0002894461994975312,
61
+ -0.0001457651885074313,
62
+ 0.00012219975519724895,
63
+ 4.361945176730311e-05
64
+ ],
65
+ "Absolute Coefficient": [
66
+ 0.008339392211522457,
67
+ 0.006606735811969073,
68
+ 0.005526956878095621,
69
+ 0.005469199653363999,
70
+ 0.004565204014355382,
71
+ 0.004305399371054638,
72
+ 0.004022858953264087,
73
+ 0.003757074701397593,
74
+ 0.0033590053398013116,
75
+ 0.002837310704029575,
76
+ 0.002166185787775365,
77
+ 0.002036148727398409,
78
+ 0.0020030984078517064,
79
+ 0.0019693452401679705,
80
+ 0.001788563065566919,
81
+ 0.0017623983854647737,
82
+ 0.0013853728926307657,
83
+ 0.0013482555360600943,
84
+ 0.0012949805444924605,
85
+ 0.0012691408755853353,
86
+ 0.0009025048983336981,
87
+ 0.0008260526515676458,
88
+ 0.0004826364164118048,
89
+ 0.00040249059825692027,
90
+ 0.0003840025751836866,
91
+ 0.0002894461994975312,
92
+ 0.0001457651885074313,
93
+ 0.00012219975519724895,
94
+ 4.361945176730311e-05
95
+ ]
96
+ },
97
+ "cv_performance": {
98
+ "prediction": {
99
+ "nmse": 0.5179613826551616,
100
+ "r_squared": 0.48203861734483855
101
+ },
102
+ "selection": {
103
+ "precision": 15.730394883203559,
104
+ "recall": 2.9447852760736195,
105
+ "f1": 4.960282501893526,
106
+ "jaccard": 2.547141546281096
107
+ }
108
+ }
109
+ }
p3/regress/Height/significant_genes_condition_Hypertension.json ADDED
@@ -0,0 +1,112 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "significant_genes": {
3
+ "Variable": [
4
+ "RPS4Y1",
5
+ "FGGY",
6
+ "NCBP2",
7
+ "NUF2",
8
+ "ST3",
9
+ "SPTY2D1",
10
+ "EHMT1",
11
+ "SGSM3",
12
+ "LRP2",
13
+ "NAMPT",
14
+ "MRTFA",
15
+ "EMILIN1",
16
+ "KIAA0319",
17
+ "IGKV3-20",
18
+ "ZFP91",
19
+ "VIRMA",
20
+ "RPLP2",
21
+ "MFSD4B",
22
+ "ALG10B",
23
+ "LFNG",
24
+ "TPR",
25
+ "STEAP1",
26
+ "STARD7",
27
+ "MINAR1",
28
+ "TLR4",
29
+ "APOBEC3A",
30
+ "PAX8",
31
+ "TEK",
32
+ "SDHA",
33
+ "AFAP1"
34
+ ],
35
+ "Coefficient": [
36
+ 0.040028679693940174,
37
+ -0.011425733278910466,
38
+ 0.007138680925450381,
39
+ 0.005329728315269709,
40
+ 0.005040928981495772,
41
+ -0.005011196435300618,
42
+ -0.004828041834277889,
43
+ 0.004502696339996718,
44
+ -0.004042600593960138,
45
+ 0.0038666261207281447,
46
+ 0.0038664414209618873,
47
+ -0.003374961453826769,
48
+ 0.0030229049976811,
49
+ 0.00301961449227311,
50
+ 0.0028237774525134594,
51
+ -0.0026844132819630593,
52
+ -0.0023818117390844995,
53
+ -0.002105776324824946,
54
+ -0.0019947760372663933,
55
+ 0.0016761940611553475,
56
+ -0.0011860837662711985,
57
+ 0.0007229927200504485,
58
+ 0.0006803039882996065,
59
+ -0.0005746007655619273,
60
+ 0.0005426179853608296,
61
+ -0.00029180597790378227,
62
+ 0.00022713126776303464,
63
+ 0.00018449197966805038,
64
+ -4.551248952027377e-05,
65
+ -3.784937124174361e-05
66
+ ],
67
+ "Absolute Coefficient": [
68
+ 0.040028679693940174,
69
+ 0.011425733278910466,
70
+ 0.007138680925450381,
71
+ 0.005329728315269709,
72
+ 0.005040928981495772,
73
+ 0.005011196435300618,
74
+ 0.004828041834277889,
75
+ 0.004502696339996718,
76
+ 0.004042600593960138,
77
+ 0.0038666261207281447,
78
+ 0.0038664414209618873,
79
+ 0.003374961453826769,
80
+ 0.0030229049976811,
81
+ 0.00301961449227311,
82
+ 0.0028237774525134594,
83
+ 0.0026844132819630593,
84
+ 0.0023818117390844995,
85
+ 0.002105776324824946,
86
+ 0.0019947760372663933,
87
+ 0.0016761940611553475,
88
+ 0.0011860837662711985,
89
+ 0.0007229927200504485,
90
+ 0.0006803039882996065,
91
+ 0.0005746007655619273,
92
+ 0.0005426179853608296,
93
+ 0.00029180597790378227,
94
+ 0.00022713126776303464,
95
+ 0.00018449197966805038,
96
+ 4.551248952027377e-05,
97
+ 3.784937124174361e-05
98
+ ]
99
+ },
100
+ "cv_performance": {
101
+ "prediction": {
102
+ "nmse": 0.555786878364057,
103
+ "r_squared": 0.44421312163594306
104
+ },
105
+ "selection": {
106
+ "precision": 17.452153110047846,
107
+ "recall": 3.6809815950920246,
108
+ "f1": 6.074087958949366,
109
+ "jaccard": 3.133273783378426
110
+ }
111
+ }
112
+ }
p3/regress/Height/significant_genes_condition_None.json ADDED
@@ -0,0 +1,106 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "significant_genes": {
3
+ "Variable": [
4
+ "RPS4Y1",
5
+ "FGGY",
6
+ "NUF2",
7
+ "NCBP2",
8
+ "EHMT1",
9
+ "MRTFA",
10
+ "SGSM3",
11
+ "ST3",
12
+ "LRP2",
13
+ "EMILIN1",
14
+ "RPLP2",
15
+ "NAMPT",
16
+ "ALG10B",
17
+ "MFSD4B",
18
+ "AFAP1",
19
+ "STARD7",
20
+ "STEAP1",
21
+ "IGKV3-20",
22
+ "MIR503",
23
+ "SPTY2D1",
24
+ "TEK",
25
+ "SDHA",
26
+ "MINAR1",
27
+ "GAS6",
28
+ "ZC3HC1",
29
+ "ZFP91",
30
+ "TAF4",
31
+ "IH"
32
+ ],
33
+ "Coefficient": [
34
+ 0.039830808195654564,
35
+ -0.01126234347389758,
36
+ 0.007640544908844395,
37
+ 0.00749061255611657,
38
+ -0.007096092524867888,
39
+ 0.004805625070803487,
40
+ 0.004362398612955793,
41
+ 0.004039019036524517,
42
+ -0.003912172716735104,
43
+ -0.003898758259419242,
44
+ -0.0038074780610602324,
45
+ 0.0035384769946609955,
46
+ -0.003063127570728778,
47
+ -0.002622045840348053,
48
+ -0.0022126786663526615,
49
+ 0.0021160931526083312,
50
+ 0.0020701594004576664,
51
+ 0.0020576713217763574,
52
+ -0.0020073457149408012,
53
+ -0.0017623581787940869,
54
+ 0.0017466405756946962,
55
+ -0.0014727867626949834,
56
+ -0.0014027178068630037,
57
+ -0.0011761065712282978,
58
+ 0.0007897766100862893,
59
+ 0.0007892433707393127,
60
+ -0.0006035716238139996,
61
+ -0.00041212736142360896
62
+ ],
63
+ "Absolute Coefficient": [
64
+ 0.039830808195654564,
65
+ 0.01126234347389758,
66
+ 0.007640544908844395,
67
+ 0.00749061255611657,
68
+ 0.007096092524867888,
69
+ 0.004805625070803487,
70
+ 0.004362398612955793,
71
+ 0.004039019036524517,
72
+ 0.003912172716735104,
73
+ 0.003898758259419242,
74
+ 0.0038074780610602324,
75
+ 0.0035384769946609955,
76
+ 0.003063127570728778,
77
+ 0.002622045840348053,
78
+ 0.0022126786663526615,
79
+ 0.0021160931526083312,
80
+ 0.0020701594004576664,
81
+ 0.0020576713217763574,
82
+ 0.0020073457149408012,
83
+ 0.0017623581787940869,
84
+ 0.0017466405756946962,
85
+ 0.0014727867626949834,
86
+ 0.0014027178068630037,
87
+ 0.0011761065712282978,
88
+ 0.0007897766100862893,
89
+ 0.0007892433707393127,
90
+ 0.0006035716238139996,
91
+ 0.00041212736142360896
92
+ ]
93
+ },
94
+ "cv_performance": {
95
+ "prediction": {
96
+ "nmse": 0.5455636286020796,
97
+ "r_squared": 0.45443637139792037
98
+ },
99
+ "selection": {
100
+ "precision": 18.827083441687904,
101
+ "recall": 3.6809815950920246,
102
+ "f1": 6.139592652359059,
103
+ "jaccard": 3.168475528468647
104
+ }
105
+ }
106
+ }
p3/regress/Height/significant_genes_condition_Obesity.json ADDED
@@ -0,0 +1,115 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "significant_genes": {
3
+ "Variable": [
4
+ "RPS4Y1",
5
+ "FGGY",
6
+ "EHMT1",
7
+ "NUF2",
8
+ "NCBP2",
9
+ "LRP2",
10
+ "NAMPT",
11
+ "MRTFA",
12
+ "RPLP2",
13
+ "SGSM3",
14
+ "ALG10B",
15
+ "TEK",
16
+ "SDHA",
17
+ "STEAP1",
18
+ "AFAP1",
19
+ "ST3",
20
+ "MFSD4B",
21
+ "IGKV3-20",
22
+ "EMILIN1",
23
+ "STARD7",
24
+ "GAS6",
25
+ "SPTY2D1",
26
+ "TIMELESS",
27
+ "MIR503",
28
+ "TPR",
29
+ "WBP2",
30
+ "AHNAK",
31
+ "IH",
32
+ "MINAR1",
33
+ "ZC3HC1",
34
+ "POC5"
35
+ ],
36
+ "Coefficient": [
37
+ 0.03994899127387356,
38
+ -0.012546112334464047,
39
+ -0.007750777340634018,
40
+ 0.007375718493975601,
41
+ 0.0063153012968534365,
42
+ -0.005659670512635486,
43
+ 0.004579484602715975,
44
+ 0.0038430528700487566,
45
+ -0.00370964134462694,
46
+ 0.003437722582350998,
47
+ -0.0033529527050300796,
48
+ 0.00325830196429637,
49
+ -0.0027019879546628443,
50
+ 0.002629121260929363,
51
+ -0.0024868570692886988,
52
+ 0.002318602876332775,
53
+ -0.002292407852933805,
54
+ 0.0022326061949029664,
55
+ -0.0020039880060178073,
56
+ 0.0016967899287918542,
57
+ -0.001564179240424886,
58
+ -0.0011207864849724985,
59
+ -0.001045921589480991,
60
+ -0.0010188311822413897,
61
+ -0.0009934399941900246,
62
+ -0.0009443425854623669,
63
+ -0.00025941866999914327,
64
+ -0.00022901342772902646,
65
+ -0.00020106016128584753,
66
+ 6.558807317230064e-05,
67
+ -2.296691656184759e-06
68
+ ],
69
+ "Absolute Coefficient": [
70
+ 0.03994899127387356,
71
+ 0.012546112334464047,
72
+ 0.007750777340634018,
73
+ 0.007375718493975601,
74
+ 0.0063153012968534365,
75
+ 0.005659670512635486,
76
+ 0.004579484602715975,
77
+ 0.0038430528700487566,
78
+ 0.00370964134462694,
79
+ 0.003437722582350998,
80
+ 0.0033529527050300796,
81
+ 0.00325830196429637,
82
+ 0.0027019879546628443,
83
+ 0.002629121260929363,
84
+ 0.0024868570692886988,
85
+ 0.002318602876332775,
86
+ 0.002292407852933805,
87
+ 0.0022326061949029664,
88
+ 0.0020039880060178073,
89
+ 0.0016967899287918542,
90
+ 0.001564179240424886,
91
+ 0.0011207864849724985,
92
+ 0.001045921589480991,
93
+ 0.0010188311822413897,
94
+ 0.0009934399941900246,
95
+ 0.0009443425854623669,
96
+ 0.00025941866999914327,
97
+ 0.00022901342772902646,
98
+ 0.00020106016128584753,
99
+ 6.558807317230064e-05,
100
+ 2.296691656184759e-06
101
+ ]
102
+ },
103
+ "cv_performance": {
104
+ "prediction": {
105
+ "nmse": 0.5448095221986768,
106
+ "r_squared": 0.4551904778013231
107
+ },
108
+ "selection": {
109
+ "precision": 18.342398342398344,
110
+ "recall": 3.803680981595092,
111
+ "f1": 6.286012059852602,
112
+ "jaccard": 3.247673113614563
113
+ }
114
+ }
115
+ }
p3/regress/Height/significant_genes_condition_Type_2_Diabetes.json ADDED
@@ -0,0 +1,109 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "significant_genes": {
3
+ "Variable": [
4
+ "RPS4Y1",
5
+ "FGGY",
6
+ "NCBP2",
7
+ "EHMT1",
8
+ "NUF2",
9
+ "MRTFA",
10
+ "LRP2",
11
+ "EMILIN1",
12
+ "RPLP2",
13
+ "SGSM3",
14
+ "ST3",
15
+ "NAMPT",
16
+ "ALG10B",
17
+ "AFAP1",
18
+ "MIR503",
19
+ "SDHA",
20
+ "STARD7",
21
+ "STEAP1",
22
+ "MFSD4B",
23
+ "TEK",
24
+ "IGKV3-20",
25
+ "SPTY2D1",
26
+ "MINAR1",
27
+ "GAS6",
28
+ "ZFP91",
29
+ "ZC3HC1",
30
+ "IH",
31
+ "TAF4",
32
+ "POLR1H"
33
+ ],
34
+ "Coefficient": [
35
+ 0.04011669569147793,
36
+ -0.011294530780960921,
37
+ 0.007868389222789825,
38
+ -0.007657103577010651,
39
+ 0.0076011047093799316,
40
+ 0.004945057619794611,
41
+ -0.004270703752886285,
42
+ -0.004150852036669527,
43
+ -0.004002862069906086,
44
+ 0.003957458316692742,
45
+ 0.0037095792026070884,
46
+ 0.003349968441383188,
47
+ -0.002916856615074975,
48
+ -0.0028363584126945706,
49
+ -0.002119478764693873,
50
+ -0.0019813153388005024,
51
+ 0.001938412810940675,
52
+ 0.0019337953478973148,
53
+ -0.001884125983070055,
54
+ 0.0017950643246201167,
55
+ 0.0015199433568186484,
56
+ -0.001477682504978366,
57
+ -0.001469410012067284,
58
+ -0.0010998798219091688,
59
+ 0.0007704269995485161,
60
+ 0.0004317576174297487,
61
+ -0.0003651890808345674,
62
+ -0.0003085521914275562,
63
+ -0.00011602858005947198
64
+ ],
65
+ "Absolute Coefficient": [
66
+ 0.04011669569147793,
67
+ 0.011294530780960921,
68
+ 0.007868389222789825,
69
+ 0.007657103577010651,
70
+ 0.0076011047093799316,
71
+ 0.004945057619794611,
72
+ 0.004270703752886285,
73
+ 0.004150852036669527,
74
+ 0.004002862069906086,
75
+ 0.003957458316692742,
76
+ 0.0037095792026070884,
77
+ 0.003349968441383188,
78
+ 0.002916856615074975,
79
+ 0.0028363584126945706,
80
+ 0.002119478764693873,
81
+ 0.0019813153388005024,
82
+ 0.001938412810940675,
83
+ 0.0019337953478973148,
84
+ 0.001884125983070055,
85
+ 0.0017950643246201167,
86
+ 0.0015199433568186484,
87
+ 0.001477682504978366,
88
+ 0.001469410012067284,
89
+ 0.0010998798219091688,
90
+ 0.0007704269995485161,
91
+ 0.0004317576174297487,
92
+ 0.0003651890808345674,
93
+ 0.0003085521914275562,
94
+ 0.00011602858005947198
95
+ ]
96
+ },
97
+ "cv_performance": {
98
+ "prediction": {
99
+ "nmse": 0.5389170343474713,
100
+ "r_squared": 0.4610829656525287
101
+ },
102
+ "selection": {
103
+ "precision": 18.993265993265993,
104
+ "recall": 3.6809815950920246,
105
+ "f1": 6.155924852246069,
106
+ "jaccard": 3.1785012794283274
107
+ }
108
+ }
109
+ }
p3/regress/Hepatitis/significant_genes_condition_Age.json ADDED
@@ -0,0 +1,624 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "significant_genes": {
3
+ "Variable": [
4
+ "A2M",
5
+ "A1BG",
6
+ "AAGAB",
7
+ "ATF7",
8
+ "ADAM32",
9
+ "AK024093",
10
+ "AADAT",
11
+ "AK096443",
12
+ "ABHD13",
13
+ "ATF7IP2",
14
+ "ADAMTS15",
15
+ "ABCC3",
16
+ "CSDC2",
17
+ "C1orf127",
18
+ "C10orf105",
19
+ "ACSBG2",
20
+ "AK124041",
21
+ "A4GNT",
22
+ "BEST3",
23
+ "A2BP1",
24
+ "APOL5",
25
+ "ABCA2",
26
+ "BC066548",
27
+ "AB306241",
28
+ "ASTL",
29
+ "A1CF",
30
+ "CNTF",
31
+ "AATF",
32
+ "DSCR9",
33
+ "ABCC5",
34
+ "MS4A12",
35
+ "LRRIQ4",
36
+ "BX096849",
37
+ "CDRT1",
38
+ "AKNA",
39
+ "ANKDD1B",
40
+ "ASAP3",
41
+ "AARSD1",
42
+ "ABCA8",
43
+ "AIRE",
44
+ "ASB17",
45
+ "ANXA3",
46
+ "ADORA3",
47
+ "C10orf50",
48
+ "BX099599",
49
+ "ABCG1",
50
+ "ACHE",
51
+ "C16orf10",
52
+ "AKR1B10",
53
+ "ABTB1",
54
+ "C9orf144",
55
+ "C6orf105",
56
+ "GAS2L2",
57
+ "C1orf116",
58
+ "SHD",
59
+ "AK129682",
60
+ "ZCCHC23",
61
+ "ARMC2",
62
+ "C2orf73",
63
+ "CALCRL",
64
+ "ALK",
65
+ "FABP9",
66
+ "ADAMTS1",
67
+ "ACTR2",
68
+ "ALOX5AP",
69
+ "FLJ35816",
70
+ "CRB2",
71
+ "IGKV1D-13",
72
+ "APPL2",
73
+ "MCTP2",
74
+ "APCDD1L",
75
+ "ADCY4",
76
+ "ADCYAP1R1",
77
+ "HECW2",
78
+ "AARS2",
79
+ "FLJ46010",
80
+ "TTTY2",
81
+ "BMP15",
82
+ "C9orf71",
83
+ "ABL2",
84
+ "ADAMTS5",
85
+ "KIAA1045",
86
+ "ALDH1B1",
87
+ "GRIP2",
88
+ "ADAMTSL1",
89
+ "C11orf34",
90
+ "AJAP1",
91
+ "ELAVL4",
92
+ "ALX1",
93
+ "ARL3",
94
+ "AMPD3",
95
+ "TMEM211",
96
+ "DHH",
97
+ "ANKRD19",
98
+ "ACTRT2",
99
+ "ABHD4",
100
+ "TRIB1",
101
+ "ADAMTS13",
102
+ "BDNFOS",
103
+ "C20orf195",
104
+ "AKR1B1",
105
+ "ALDH1L1",
106
+ "IL17RB",
107
+ "CD2BP2",
108
+ "C20orf85",
109
+ "ARSF",
110
+ "C3orf24",
111
+ "NP104342",
112
+ "C1orf63",
113
+ "BDNF",
114
+ "ACIN1",
115
+ "ACTN1",
116
+ "ADH7",
117
+ "B3GNT9",
118
+ "ALDOA",
119
+ "SOX2OT",
120
+ "RTL1",
121
+ "DA567289",
122
+ "ADAM20",
123
+ "DHRS9",
124
+ "INHA",
125
+ "ARHGEF10",
126
+ "AGR3",
127
+ "ADAM6",
128
+ "ANKAR",
129
+ "DNAJB1",
130
+ "C5orf24",
131
+ "MGC2889",
132
+ "AB072904",
133
+ "ANKRD26P1",
134
+ "CLDN25",
135
+ "C9orf41",
136
+ "ARSK",
137
+ "DEFB128",
138
+ "C1orf170",
139
+ "C17orf98",
140
+ "CR848007",
141
+ "RASGRP2",
142
+ "ACOT12",
143
+ "APOBEC3A",
144
+ "SLFN14",
145
+ "AMAC1L2",
146
+ "DPPA5",
147
+ "MEIG1",
148
+ "FAM197Y2",
149
+ "ACTR8",
150
+ "HHIPL1",
151
+ "OR3A2",
152
+ "C1orf87",
153
+ "RPS6KA6",
154
+ "ANO9",
155
+ "ALOX5",
156
+ "ACOT6",
157
+ "CCDC26",
158
+ "FAM173B",
159
+ "NCRNA00168",
160
+ "MUC21",
161
+ "MAB21L1",
162
+ "SNORA77",
163
+ "ARHGAP21",
164
+ "C8orf26",
165
+ "ADAMTSL3",
166
+ "BARHL2",
167
+ "ADAM11",
168
+ "ACAD11",
169
+ "RIMS1",
170
+ "DOCK9",
171
+ "ALG11",
172
+ "ACACA",
173
+ "AK022058",
174
+ "TCHHL1",
175
+ "ADPRHL1",
176
+ "GALK1",
177
+ "GPR151",
178
+ "LTC4S",
179
+ "AKAP10",
180
+ "C3orf35",
181
+ "D21S2090E",
182
+ "ACTB",
183
+ "AF461897",
184
+ "MMP27",
185
+ "OR4X1",
186
+ "HSPE1",
187
+ "ARL11",
188
+ "SHISA3",
189
+ "AKIRIN2",
190
+ "ADA",
191
+ "CCDC42B",
192
+ "NECAB1",
193
+ "HIGD2B",
194
+ "PLA2R1",
195
+ "OR10G4",
196
+ "ELOVL3",
197
+ "CLNK",
198
+ "LIMS2",
199
+ "ACAA1",
200
+ "C9orf139",
201
+ "CARD18",
202
+ "BMP3",
203
+ "C5orf4"
204
+ ],
205
+ "Coefficient": [
206
+ -0.15187910199898177,
207
+ -0.0901311892070651,
208
+ 0.060449383633477106,
209
+ 0.05464829672778804,
210
+ -0.04672210308351864,
211
+ 0.045237289115222075,
212
+ -0.042930733624197595,
213
+ 0.035489712249727724,
214
+ 0.03522242536946384,
215
+ 0.03404369228913958,
216
+ -0.024391383035528624,
217
+ 0.023603680407798994,
218
+ 0.021548981321416697,
219
+ 0.01909890736589556,
220
+ 0.0181262274851009,
221
+ -0.017581566635579877,
222
+ -0.017380626145610128,
223
+ -0.015950420862301275,
224
+ -0.014649931456644684,
225
+ -0.014271730352291432,
226
+ 0.013587411387080056,
227
+ -0.01308549517642179,
228
+ -0.012544918954686946,
229
+ 0.012110177966351625,
230
+ -0.011904218200695472,
231
+ -0.011786648577565792,
232
+ 0.011778273312181441,
233
+ 0.011625991937055115,
234
+ -0.009946641072060508,
235
+ 0.009706358602077737,
236
+ -0.009623850719311126,
237
+ 0.009602379580467607,
238
+ -0.009481303390564152,
239
+ 0.009161878571631902,
240
+ 0.008977046598738433,
241
+ 0.008924984856733443,
242
+ 0.008718335782428109,
243
+ 0.008406522553282184,
244
+ -0.008033680988057923,
245
+ -0.007800743065707768,
246
+ 0.0077820220845334085,
247
+ -0.00758224340799856,
248
+ -0.007526227354750799,
249
+ 0.007523114464470879,
250
+ 0.007482679723274935,
251
+ 0.007389730832137305,
252
+ -0.0073340347706638285,
253
+ -0.0069947934362105625,
254
+ 0.006911244671631999,
255
+ 0.0068968516810662545,
256
+ -0.0068112243764568425,
257
+ 0.006650545154167983,
258
+ -0.006210838470617295,
259
+ -0.0059521270340722925,
260
+ 0.005529037181561482,
261
+ -0.005394171293603603,
262
+ -0.005357090838314296,
263
+ 0.005273416980473563,
264
+ -0.004852786662447184,
265
+ 0.004365915575712834,
266
+ -0.00425037635785571,
267
+ -0.004212976581305547,
268
+ 0.003957367454555159,
269
+ 0.0037164431658885853,
270
+ -0.003690358773412663,
271
+ 0.0036468475562122116,
272
+ -0.003546133870690089,
273
+ -0.0033893819815010865,
274
+ -0.003288236405148806,
275
+ -0.0032870007136890224,
276
+ -0.003248903044686415,
277
+ 0.0032295190521364095,
278
+ 0.00317449524937879,
279
+ 0.003069697316211842,
280
+ 0.0029376282850245854,
281
+ -0.0028838785145746102,
282
+ 0.0027926812042895297,
283
+ -0.002755683474166038,
284
+ 0.002747868183197766,
285
+ 0.002685806860174638,
286
+ -0.0025270286696851326,
287
+ 0.0025009301797293444,
288
+ -0.0024267895772604724,
289
+ 0.00229918641231519,
290
+ 0.0022942893772623226,
291
+ 0.0022106793580786476,
292
+ -0.0021176779225418815,
293
+ 0.0020295701999294073,
294
+ -0.0019535585182076667,
295
+ -0.001935233607655065,
296
+ -0.0018884766771422375,
297
+ 0.0018459311035083368,
298
+ 0.001805572098684604,
299
+ -0.0018011633071629623,
300
+ -0.0017534992673657163,
301
+ 0.0017135907346846006,
302
+ 0.0015748670671640013,
303
+ -0.0015705279809194383,
304
+ 0.0015618662722018323,
305
+ -0.0014929025714599453,
306
+ 0.0014728714723566325,
307
+ 0.001390682809573182,
308
+ -0.001327992268129452,
309
+ 0.001327003861547682,
310
+ -0.0013054443715401968,
311
+ 0.0011786658011810225,
312
+ -0.0011783827483350788,
313
+ -0.001105718040558423,
314
+ 0.0010964055653621626,
315
+ -0.0009936701614300656,
316
+ 0.0009700626622637728,
317
+ 0.0009553915303880048,
318
+ -0.0009538575823917363,
319
+ -0.0009247889874385689,
320
+ -0.0008677961188452111,
321
+ 0.0008615367173739377,
322
+ 0.0008611777977921725,
323
+ -0.0008226767628531802,
324
+ 0.0007123518920470074,
325
+ 0.0005978195942791755,
326
+ -0.0005763932064637416,
327
+ 0.0005729873415578744,
328
+ -0.0005382405264576937,
329
+ -0.0005368721003131171,
330
+ 0.0005272244259646618,
331
+ 0.000495191052609269,
332
+ 0.00046997750546041566,
333
+ -0.00046846246398251804,
334
+ -0.0004140275699574058,
335
+ -0.00040161198334320554,
336
+ 0.0003904877778608988,
337
+ 0.00038583357822854456,
338
+ 0.00034676961171333957,
339
+ -0.00031684705108820483,
340
+ -0.00031084687092847196,
341
+ -0.00029921426115455465,
342
+ -0.00029914006798345826,
343
+ 0.00028448869296409263,
344
+ -0.00028197267834874546,
345
+ 0.0002630190995534948,
346
+ -0.00025963925155961747,
347
+ 0.00025809494144687076,
348
+ -0.00024103737925280046,
349
+ 0.00019792410568103474,
350
+ -0.00018558952363580272,
351
+ -0.0001783575189818848,
352
+ -0.00017835658505042115,
353
+ -0.00016639126371261717,
354
+ -0.00016598227721379943,
355
+ -0.00016223130850562866,
356
+ -0.0001471396336274207,
357
+ -0.00011671761765812605,
358
+ 0.00010740551910300893,
359
+ -0.00010559836245204899,
360
+ 0.0001034642752613942,
361
+ -0.00010162774784487918,
362
+ -9.424265915986689e-05,
363
+ 8.406637488878282e-05,
364
+ -8.060812594331982e-05,
365
+ -7.721748152539134e-05,
366
+ 7.457075253883767e-05,
367
+ -6.698458996091428e-05,
368
+ 6.309430641971676e-05,
369
+ -6.202804287677015e-05,
370
+ -5.987331079011307e-05,
371
+ -5.4111670403201286e-05,
372
+ 5.213446580325988e-05,
373
+ 4.5306718739296306e-05,
374
+ 4.3270600204554925e-05,
375
+ -4.216147666217193e-05,
376
+ -4.160983613605781e-05,
377
+ -3.999899104169002e-05,
378
+ 3.9056419142725756e-05,
379
+ 3.552835472892361e-05,
380
+ 3.1015756570426696e-05,
381
+ -3.0985747864412985e-05,
382
+ -3.0668102646095696e-05,
383
+ 2.7997946910912595e-05,
384
+ 2.7633754123875323e-05,
385
+ -1.8861335396330183e-05,
386
+ -1.769487167943784e-05,
387
+ -1.4642932418870472e-05,
388
+ 1.0561615856838367e-05,
389
+ -1.0368662608645259e-05,
390
+ 9.826782611502996e-06,
391
+ 9.319421589837603e-06,
392
+ 7.678532800117886e-06,
393
+ 6.420244369150098e-06,
394
+ 5.558268857219491e-06,
395
+ -5.043276168310968e-06,
396
+ -4.767606387610529e-06,
397
+ 4.659647096411242e-06,
398
+ 2.4677528542957163e-06,
399
+ 1.5563710128286196e-06,
400
+ 9.887038363421616e-07,
401
+ -9.258262996509171e-07,
402
+ -8.745724716357527e-07,
403
+ 8.183480921523023e-07,
404
+ 6.79607430819667e-07,
405
+ 1.3943038194266962e-07
406
+ ],
407
+ "Absolute Coefficient": [
408
+ 0.15187910199898177,
409
+ 0.0901311892070651,
410
+ 0.060449383633477106,
411
+ 0.05464829672778804,
412
+ 0.04672210308351864,
413
+ 0.045237289115222075,
414
+ 0.042930733624197595,
415
+ 0.035489712249727724,
416
+ 0.03522242536946384,
417
+ 0.03404369228913958,
418
+ 0.024391383035528624,
419
+ 0.023603680407798994,
420
+ 0.021548981321416697,
421
+ 0.01909890736589556,
422
+ 0.0181262274851009,
423
+ 0.017581566635579877,
424
+ 0.017380626145610128,
425
+ 0.015950420862301275,
426
+ 0.014649931456644684,
427
+ 0.014271730352291432,
428
+ 0.013587411387080056,
429
+ 0.01308549517642179,
430
+ 0.012544918954686946,
431
+ 0.012110177966351625,
432
+ 0.011904218200695472,
433
+ 0.011786648577565792,
434
+ 0.011778273312181441,
435
+ 0.011625991937055115,
436
+ 0.009946641072060508,
437
+ 0.009706358602077737,
438
+ 0.009623850719311126,
439
+ 0.009602379580467607,
440
+ 0.009481303390564152,
441
+ 0.009161878571631902,
442
+ 0.008977046598738433,
443
+ 0.008924984856733443,
444
+ 0.008718335782428109,
445
+ 0.008406522553282184,
446
+ 0.008033680988057923,
447
+ 0.007800743065707768,
448
+ 0.0077820220845334085,
449
+ 0.00758224340799856,
450
+ 0.007526227354750799,
451
+ 0.007523114464470879,
452
+ 0.007482679723274935,
453
+ 0.007389730832137305,
454
+ 0.0073340347706638285,
455
+ 0.0069947934362105625,
456
+ 0.006911244671631999,
457
+ 0.0068968516810662545,
458
+ 0.0068112243764568425,
459
+ 0.006650545154167983,
460
+ 0.006210838470617295,
461
+ 0.0059521270340722925,
462
+ 0.005529037181561482,
463
+ 0.005394171293603603,
464
+ 0.005357090838314296,
465
+ 0.005273416980473563,
466
+ 0.004852786662447184,
467
+ 0.004365915575712834,
468
+ 0.00425037635785571,
469
+ 0.004212976581305547,
470
+ 0.003957367454555159,
471
+ 0.0037164431658885853,
472
+ 0.003690358773412663,
473
+ 0.0036468475562122116,
474
+ 0.003546133870690089,
475
+ 0.0033893819815010865,
476
+ 0.003288236405148806,
477
+ 0.0032870007136890224,
478
+ 0.003248903044686415,
479
+ 0.0032295190521364095,
480
+ 0.00317449524937879,
481
+ 0.003069697316211842,
482
+ 0.0029376282850245854,
483
+ 0.0028838785145746102,
484
+ 0.0027926812042895297,
485
+ 0.002755683474166038,
486
+ 0.002747868183197766,
487
+ 0.002685806860174638,
488
+ 0.0025270286696851326,
489
+ 0.0025009301797293444,
490
+ 0.0024267895772604724,
491
+ 0.00229918641231519,
492
+ 0.0022942893772623226,
493
+ 0.0022106793580786476,
494
+ 0.0021176779225418815,
495
+ 0.0020295701999294073,
496
+ 0.0019535585182076667,
497
+ 0.001935233607655065,
498
+ 0.0018884766771422375,
499
+ 0.0018459311035083368,
500
+ 0.001805572098684604,
501
+ 0.0018011633071629623,
502
+ 0.0017534992673657163,
503
+ 0.0017135907346846006,
504
+ 0.0015748670671640013,
505
+ 0.0015705279809194383,
506
+ 0.0015618662722018323,
507
+ 0.0014929025714599453,
508
+ 0.0014728714723566325,
509
+ 0.001390682809573182,
510
+ 0.001327992268129452,
511
+ 0.001327003861547682,
512
+ 0.0013054443715401968,
513
+ 0.0011786658011810225,
514
+ 0.0011783827483350788,
515
+ 0.001105718040558423,
516
+ 0.0010964055653621626,
517
+ 0.0009936701614300656,
518
+ 0.0009700626622637728,
519
+ 0.0009553915303880048,
520
+ 0.0009538575823917363,
521
+ 0.0009247889874385689,
522
+ 0.0008677961188452111,
523
+ 0.0008615367173739377,
524
+ 0.0008611777977921725,
525
+ 0.0008226767628531802,
526
+ 0.0007123518920470074,
527
+ 0.0005978195942791755,
528
+ 0.0005763932064637416,
529
+ 0.0005729873415578744,
530
+ 0.0005382405264576937,
531
+ 0.0005368721003131171,
532
+ 0.0005272244259646618,
533
+ 0.000495191052609269,
534
+ 0.00046997750546041566,
535
+ 0.00046846246398251804,
536
+ 0.0004140275699574058,
537
+ 0.00040161198334320554,
538
+ 0.0003904877778608988,
539
+ 0.00038583357822854456,
540
+ 0.00034676961171333957,
541
+ 0.00031684705108820483,
542
+ 0.00031084687092847196,
543
+ 0.00029921426115455465,
544
+ 0.00029914006798345826,
545
+ 0.00028448869296409263,
546
+ 0.00028197267834874546,
547
+ 0.0002630190995534948,
548
+ 0.00025963925155961747,
549
+ 0.00025809494144687076,
550
+ 0.00024103737925280046,
551
+ 0.00019792410568103474,
552
+ 0.00018558952363580272,
553
+ 0.0001783575189818848,
554
+ 0.00017835658505042115,
555
+ 0.00016639126371261717,
556
+ 0.00016598227721379943,
557
+ 0.00016223130850562866,
558
+ 0.0001471396336274207,
559
+ 0.00011671761765812605,
560
+ 0.00010740551910300893,
561
+ 0.00010559836245204899,
562
+ 0.0001034642752613942,
563
+ 0.00010162774784487918,
564
+ 9.424265915986689e-05,
565
+ 8.406637488878282e-05,
566
+ 8.060812594331982e-05,
567
+ 7.721748152539134e-05,
568
+ 7.457075253883767e-05,
569
+ 6.698458996091428e-05,
570
+ 6.309430641971676e-05,
571
+ 6.202804287677015e-05,
572
+ 5.987331079011307e-05,
573
+ 5.4111670403201286e-05,
574
+ 5.213446580325988e-05,
575
+ 4.5306718739296306e-05,
576
+ 4.3270600204554925e-05,
577
+ 4.216147666217193e-05,
578
+ 4.160983613605781e-05,
579
+ 3.999899104169002e-05,
580
+ 3.9056419142725756e-05,
581
+ 3.552835472892361e-05,
582
+ 3.1015756570426696e-05,
583
+ 3.0985747864412985e-05,
584
+ 3.0668102646095696e-05,
585
+ 2.7997946910912595e-05,
586
+ 2.7633754123875323e-05,
587
+ 1.8861335396330183e-05,
588
+ 1.769487167943784e-05,
589
+ 1.4642932418870472e-05,
590
+ 1.0561615856838367e-05,
591
+ 1.0368662608645259e-05,
592
+ 9.826782611502996e-06,
593
+ 9.319421589837603e-06,
594
+ 7.678532800117886e-06,
595
+ 6.420244369150098e-06,
596
+ 5.558268857219491e-06,
597
+ 5.043276168310968e-06,
598
+ 4.767606387610529e-06,
599
+ 4.659647096411242e-06,
600
+ 2.4677528542957163e-06,
601
+ 1.5563710128286196e-06,
602
+ 9.887038363421616e-07,
603
+ 9.258262996509171e-07,
604
+ 8.745724716357527e-07,
605
+ 8.183480921523023e-07,
606
+ 6.79607430819667e-07,
607
+ 1.3943038194266962e-07
608
+ ]
609
+ },
610
+ "cv_performance": {
611
+ "prediction": {
612
+ "accuracy": 97.77777777777779,
613
+ "precision": 100.0,
614
+ "recall": 96.0,
615
+ "f1": 97.77777777777779
616
+ },
617
+ "selection": {
618
+ "precision": 0.26671408250355616,
619
+ "recall": 3.333333333333333,
620
+ "f1": 0.4939024390243903,
621
+ "jaccard": 0.24848555002508008
622
+ }
623
+ }
624
+ }
p3/regress/Hepatitis/significant_genes_condition_Gender.json ADDED
@@ -0,0 +1,75 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "significant_genes": {
3
+ "Variable": [
4
+ "ASPDH",
5
+ "MARCO",
6
+ "ARID3C",
7
+ "FXYD1",
8
+ "JUN",
9
+ "NDST3",
10
+ "UBE2NL",
11
+ "OR2M7",
12
+ "CXCL14",
13
+ "ANO10",
14
+ "LCAT",
15
+ "TMEM132E",
16
+ "SPTBN2",
17
+ "HGFAC",
18
+ "AVL9",
19
+ "APOOL",
20
+ "FAM20B"
21
+ ],
22
+ "Coefficient": [
23
+ -0.13288098637253087,
24
+ -0.10081459889315549,
25
+ -0.0430653673182902,
26
+ -0.032316069743175246,
27
+ 0.02957686829109202,
28
+ -0.01503183916010764,
29
+ 0.013997268818362274,
30
+ -0.013939317321629638,
31
+ -0.006806773579124127,
32
+ 0.006716757928838746,
33
+ -0.0060706148609433646,
34
+ -0.005988889324940165,
35
+ -0.0030843334441970995,
36
+ -0.002298117078748089,
37
+ 0.0021614139925021556,
38
+ 0.0016565910166020934,
39
+ 0.0011625156636171363
40
+ ],
41
+ "Absolute Coefficient": [
42
+ 0.13288098637253087,
43
+ 0.10081459889315549,
44
+ 0.0430653673182902,
45
+ 0.032316069743175246,
46
+ 0.02957686829109202,
47
+ 0.01503183916010764,
48
+ 0.013997268818362274,
49
+ 0.013939317321629638,
50
+ 0.006806773579124127,
51
+ 0.006716757928838746,
52
+ 0.0060706148609433646,
53
+ 0.005988889324940165,
54
+ 0.0030843334441970995,
55
+ 0.002298117078748089,
56
+ 0.0021614139925021556,
57
+ 0.0016565910166020934,
58
+ 0.0011625156636171363
59
+ ]
60
+ },
61
+ "cv_performance": {
62
+ "prediction": {
63
+ "accuracy": 100.0,
64
+ "precision": 100.0,
65
+ "recall": 100.0,
66
+ "f1": 100.0
67
+ },
68
+ "selection": {
69
+ "precision": 0.0,
70
+ "recall": 0.0,
71
+ "f1": 0.0,
72
+ "jaccard": 0.0
73
+ }
74
+ }
75
+ }
p3/regress/Hepatitis/significant_genes_condition_Hypertension.json ADDED
@@ -0,0 +1,45 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "significant_genes": {
3
+ "Variable": [
4
+ "CCL4",
5
+ "EDG4",
6
+ "ZBTB17",
7
+ "CXCL9",
8
+ "IFI30",
9
+ "RPS6KA5",
10
+ "ADH5"
11
+ ],
12
+ "Coefficient": [
13
+ -0.10792976437725754,
14
+ -0.10214519020576021,
15
+ 0.0252291386571832,
16
+ -0.011850918680883692,
17
+ -0.0054564343074292015,
18
+ 0.003997209529998782,
19
+ 0.00044203567634382455
20
+ ],
21
+ "Absolute Coefficient": [
22
+ 0.10792976437725754,
23
+ 0.10214519020576021,
24
+ 0.0252291386571832,
25
+ 0.011850918680883692,
26
+ 0.0054564343074292015,
27
+ 0.003997209529998782,
28
+ 0.00044203567634382455
29
+ ]
30
+ },
31
+ "cv_performance": {
32
+ "prediction": {
33
+ "accuracy": 85.80645161290322,
34
+ "precision": 84.42645074224022,
35
+ "recall": 88.3684012066365,
36
+ "f1": 85.94854953475642
37
+ },
38
+ "selection": {
39
+ "precision": 0.0,
40
+ "recall": 0.0,
41
+ "f1": 0.0,
42
+ "jaccard": 0.0
43
+ }
44
+ }
45
+ }
p3/regress/Hepatitis/significant_genes_condition_None.json ADDED
@@ -0,0 +1,54 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "significant_genes": {
3
+ "Variable": [
4
+ "EDG4",
5
+ "CCL4",
6
+ "ZBTB17",
7
+ "GCKR",
8
+ "TM7SF2",
9
+ "CXCL9",
10
+ "COX8A",
11
+ "RPS6KA5",
12
+ "ADH5",
13
+ "HMGCR"
14
+ ],
15
+ "Coefficient": [
16
+ -0.10785289866648985,
17
+ -0.06933906608181681,
18
+ 0.04611017420625632,
19
+ -0.027722242819765375,
20
+ 0.027354820397676356,
21
+ -0.024689596675983035,
22
+ -0.012941350879166622,
23
+ 0.012920736904297483,
24
+ 0.0072322343378098,
25
+ 0.002908717577248158
26
+ ],
27
+ "Absolute Coefficient": [
28
+ 0.10785289866648985,
29
+ 0.06933906608181681,
30
+ 0.04611017420625632,
31
+ 0.027722242819765375,
32
+ 0.027354820397676356,
33
+ 0.024689596675983035,
34
+ 0.012941350879166622,
35
+ 0.012920736904297483,
36
+ 0.0072322343378098,
37
+ 0.002908717577248158
38
+ ]
39
+ },
40
+ "cv_performance": {
41
+ "prediction": {
42
+ "accuracy": 85.16129032258064,
43
+ "precision": 84.0,
44
+ "recall": 88.21153846153847,
45
+ "f1": 85.33075933075934
46
+ },
47
+ "selection": {
48
+ "precision": 0.0,
49
+ "recall": 0.0,
50
+ "f1": 0.0,
51
+ "jaccard": 0.0
52
+ }
53
+ }
54
+ }
p3/regress/Hepatitis/significant_genes_condition_Obesity.json ADDED
@@ -0,0 +1,45 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "significant_genes": {
3
+ "Variable": [
4
+ "CCL4",
5
+ "EDG4",
6
+ "ZBTB17",
7
+ "RPS6KA5",
8
+ "ADH5",
9
+ "CXCL9",
10
+ "DOCK4"
11
+ ],
12
+ "Coefficient": [
13
+ -0.10334193371063793,
14
+ -0.10109591492366928,
15
+ 0.01667520388083674,
16
+ 0.011557304311115223,
17
+ 0.007692887054573727,
18
+ -0.006011727950458716,
19
+ 0.005464510212136043
20
+ ],
21
+ "Absolute Coefficient": [
22
+ 0.10334193371063793,
23
+ 0.10109591492366928,
24
+ 0.01667520388083674,
25
+ 0.011557304311115223,
26
+ 0.007692887054573727,
27
+ 0.006011727950458716,
28
+ 0.005464510212136043
29
+ ]
30
+ },
31
+ "cv_performance": {
32
+ "prediction": {
33
+ "accuracy": 85.80645161290322,
34
+ "precision": 84.88157894736841,
35
+ "recall": 88.3684012066365,
36
+ "f1": 85.9805427547363
37
+ },
38
+ "selection": {
39
+ "precision": 0.0,
40
+ "recall": 0.0,
41
+ "f1": 0.0,
42
+ "jaccard": 0.0
43
+ }
44
+ }
45
+ }
p3/regress/Huntingtons_Disease/significant_genes_condition_Atrial_Fibrillation.json ADDED
@@ -0,0 +1,789 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "significant_genes": {
3
+ "Variable": [
4
+ "CTAG1A",
5
+ "FGF7P6",
6
+ "NDUFB11",
7
+ "BNIP3L",
8
+ "CAST",
9
+ "SLC35A3",
10
+ "RBM10",
11
+ "LMTK3",
12
+ "NIPA2",
13
+ "SART3",
14
+ "IFITM2",
15
+ "ZIC1",
16
+ "C15orf40",
17
+ "NEUROD2",
18
+ "RTF2",
19
+ "FAM187B",
20
+ "GABPB1-AS1",
21
+ "SOX15",
22
+ "TTYH1",
23
+ "FBXL2",
24
+ "MPV17L",
25
+ "USP10",
26
+ "CAV1",
27
+ "SKIC3",
28
+ "LHCGR",
29
+ "ZNF662",
30
+ "MARCHF10",
31
+ "GTPBP10",
32
+ "PPM1L",
33
+ "ZNF552",
34
+ "TTI1",
35
+ "CCP110",
36
+ "CUTALP",
37
+ "IGKV1-37",
38
+ "PDCL",
39
+ "SLC43A2",
40
+ "CCS",
41
+ "FAM169A",
42
+ "AHCTF1P1",
43
+ "COL11A1",
44
+ "NPEPL1",
45
+ "KLHL14",
46
+ "FHIP1A",
47
+ "MGRN1",
48
+ "MEA1",
49
+ "STX18",
50
+ "GXYLT2",
51
+ "ZNF528",
52
+ "LDOC1",
53
+ "CYP2C19",
54
+ "SELENOM",
55
+ "ERGIC1",
56
+ "STX12",
57
+ "ABLIM2",
58
+ "NUP35",
59
+ "NPY",
60
+ "TRMT12",
61
+ "KDR",
62
+ "TRIM48",
63
+ "IGSF10",
64
+ "GRIK1",
65
+ "ALKBH4",
66
+ "ZUP1",
67
+ "PYCR3",
68
+ "C17orf99",
69
+ "RN7SKP150",
70
+ "MIR21",
71
+ "METTL21EP",
72
+ "MLNR",
73
+ "OMA1",
74
+ "LEMD2",
75
+ "KCNJ1",
76
+ "TPTE",
77
+ "AURKC",
78
+ "RASSF2",
79
+ "PPP1R10",
80
+ "FBXO28",
81
+ "PPP5D1P",
82
+ "PHYH",
83
+ "CEP290",
84
+ "TENM4",
85
+ "TMEM40",
86
+ "GNG5",
87
+ "ADGRG7",
88
+ "EIF4A2",
89
+ "AQP7",
90
+ "RAB40C",
91
+ "PDZD9",
92
+ "SFRP5",
93
+ "CAPN11",
94
+ "L2HGDH",
95
+ "RNF13",
96
+ "MSTO2P",
97
+ "COL11A2",
98
+ "ZNF843",
99
+ "PTPN1",
100
+ "KIF1B",
101
+ "PDPR",
102
+ "LRP5",
103
+ "HSD11B2",
104
+ "NEUROD1",
105
+ "CHP1",
106
+ "FCN2",
107
+ "RBAKDN",
108
+ "ZKSCAN1",
109
+ "B3GNT3",
110
+ "SCARF1",
111
+ "FAM181A",
112
+ "TTTY7B",
113
+ "PAX7",
114
+ "ZNF281",
115
+ "KRTAP4-2",
116
+ "FCER1G",
117
+ "CCR7",
118
+ "NCBP2AS2",
119
+ "CGNL1",
120
+ "FIGN",
121
+ "HHLA2",
122
+ "UPK2",
123
+ "ZSCAN1",
124
+ "SPAG8",
125
+ "CSTF1",
126
+ "LAMP3",
127
+ "IL13",
128
+ "SLC25A15",
129
+ "TLL1",
130
+ "ATIC",
131
+ "ADAMTSL1",
132
+ "MAB21L3",
133
+ "TMEM262",
134
+ "USPL1",
135
+ "RCOR1",
136
+ "G3BP1",
137
+ "CYP1B1-AS1",
138
+ "PYGB",
139
+ "ALAS2",
140
+ "PEX6",
141
+ "FKBP8",
142
+ "MIR4691",
143
+ "NPM1P22",
144
+ "CRABP2",
145
+ "TRBV5-2",
146
+ "LRATD2",
147
+ "CPE",
148
+ "SPEF1",
149
+ "TRAJ20",
150
+ "MTMR10",
151
+ "FSCN2",
152
+ "SLC47A2",
153
+ "VWA5A",
154
+ "TAS2R50",
155
+ "MRFAP1",
156
+ "ADIPOQ",
157
+ "ZFR",
158
+ "TCF20",
159
+ "GJB3",
160
+ "FBN3",
161
+ "ZBTB24",
162
+ "TMEM220",
163
+ "FAF2",
164
+ "GSR",
165
+ "CTSE",
166
+ "TCF7L1",
167
+ "CD300LF",
168
+ "PRSS2",
169
+ "IDI2",
170
+ "TUBB1",
171
+ "ZNF28",
172
+ "RFX6",
173
+ "DLX3",
174
+ "KLRC4",
175
+ "GAGE1",
176
+ "CDCA7L",
177
+ "SLC13A1",
178
+ "PTCHD4",
179
+ "ALLC",
180
+ "SIK2",
181
+ "TSFM",
182
+ "RAB5B",
183
+ "METTL25B",
184
+ "MAP1LC3B2",
185
+ "SELENBP1",
186
+ "DRG1",
187
+ "PTPRR",
188
+ "PDE6D",
189
+ "GDA",
190
+ "KCNK12",
191
+ "AP5B1",
192
+ "C1S",
193
+ "C3AR1",
194
+ "FAM161A",
195
+ "NARF",
196
+ "SATB2",
197
+ "ITGA11",
198
+ "ZNF7",
199
+ "HMGCLL1",
200
+ "GALNT10",
201
+ "SUGP1",
202
+ "DNAI1",
203
+ "NDUFS8",
204
+ "MIR205",
205
+ "HMGA1P4",
206
+ "TYMP",
207
+ "APEX1",
208
+ "CIMIP5",
209
+ "MMUT",
210
+ "TWIST1",
211
+ "FOXA2",
212
+ "PDE7B",
213
+ "RDH11",
214
+ "IGLV1-50",
215
+ "XAB2",
216
+ "NFATC4",
217
+ "SPTBN2",
218
+ "FAM224A",
219
+ "CT45A1",
220
+ "CCDC154",
221
+ "EDEM2",
222
+ "SLC39A11",
223
+ "OR8G1",
224
+ "SRSF5",
225
+ "PRSS30P",
226
+ "NUDT11",
227
+ "PAPSS1",
228
+ "TPGS2",
229
+ "ENDOV",
230
+ "FAM53B-AS1",
231
+ "WTIP",
232
+ "XKRX",
233
+ "KISS1",
234
+ "PFDN4",
235
+ "METTL22",
236
+ "ANXA2P1",
237
+ "DECR1",
238
+ "PDE6H",
239
+ "CENPQ",
240
+ "HPR",
241
+ "FAM20B",
242
+ "PLCE1",
243
+ "SNHG10",
244
+ "HNRNPL",
245
+ "IGLV1-44",
246
+ "XPA",
247
+ "ACOT12",
248
+ "CYREN",
249
+ "NBL1",
250
+ "SLC10A2",
251
+ "MIR7113",
252
+ "OR52K3P",
253
+ "MYOZ2",
254
+ "IGKV1D-37",
255
+ "TRAV36DV7",
256
+ "TRIM49D1",
257
+ "CTAG1B",
258
+ "CT45A2"
259
+ ],
260
+ "Coefficient": [
261
+ -0.09264437233260978,
262
+ -0.07888352628818861,
263
+ -0.07660415412336577,
264
+ 0.06876043997387456,
265
+ 0.06823813958075459,
266
+ -0.06227528518545084,
267
+ -0.055253084443056565,
268
+ 0.04601030432981086,
269
+ 0.04341055343952629,
270
+ 0.0431158757608336,
271
+ 0.04304613999141546,
272
+ 0.04199280769789048,
273
+ -0.03981177837025564,
274
+ 0.038882278923343304,
275
+ -0.03856423218208359,
276
+ -0.03728578834138018,
277
+ 0.036799532158625935,
278
+ -0.03615889894498391,
279
+ 0.035655869159448544,
280
+ -0.03562603143304672,
281
+ 0.03455949695977611,
282
+ 0.03391682926845922,
283
+ -0.0339080993250441,
284
+ 0.03387911615653642,
285
+ -0.03248491778376808,
286
+ 0.0315113672796594,
287
+ 0.02968290860877389,
288
+ -0.02907352647297835,
289
+ 0.02883658104653966,
290
+ -0.028544740328639042,
291
+ -0.028377059518602643,
292
+ -0.027327428923969107,
293
+ 0.027255897365428074,
294
+ -0.02697775582635328,
295
+ 0.026640698198052547,
296
+ 0.02620839197859525,
297
+ -0.02610141749274268,
298
+ 0.02601849785578428,
299
+ 0.025603889896051536,
300
+ -0.025199615245531173,
301
+ 0.02423738255584654,
302
+ 0.024233547950413128,
303
+ -0.024090703107823,
304
+ -0.024066814960914906,
305
+ -0.024049031611085375,
306
+ -0.0240238356704668,
307
+ 0.023728529475499974,
308
+ 0.023607616896666614,
309
+ 0.023446644951724823,
310
+ -0.022573927517516454,
311
+ 0.02257027507898248,
312
+ 0.022265922173521746,
313
+ 0.021995305840431835,
314
+ 0.021340167430864348,
315
+ -0.020631510835675177,
316
+ -0.02051731658234747,
317
+ 0.020507705449914024,
318
+ 0.02033585483704283,
319
+ 0.019944895855738092,
320
+ -0.019906837257125082,
321
+ 0.019416795983847598,
322
+ -0.018958537526912345,
323
+ -0.018956391752446535,
324
+ 0.018292018102808415,
325
+ 0.018043632846470047,
326
+ -0.017910913948575326,
327
+ 0.01780746194762483,
328
+ 0.017750452879661854,
329
+ 0.017547473866766385,
330
+ -0.01738100947172512,
331
+ -0.017375753910329788,
332
+ -0.0171863530055097,
333
+ -0.017069024811082297,
334
+ -0.017066889487349086,
335
+ 0.016935675520480052,
336
+ 0.016766867713253124,
337
+ -0.01656732826686191,
338
+ 0.016253363472507363,
339
+ 0.015964933669479143,
340
+ 0.015717971484087476,
341
+ 0.014719581265201415,
342
+ -0.014392096813377173,
343
+ 0.01427594076459098,
344
+ 0.01426829586882308,
345
+ 0.014256187953923515,
346
+ 0.014024196725408859,
347
+ 0.01378417777108235,
348
+ -0.013729533937608503,
349
+ -0.013711719256366474,
350
+ -0.013282786248286448,
351
+ -0.01318087233529836,
352
+ 0.013140405065650534,
353
+ 0.013030444244781086,
354
+ -0.01300113943595209,
355
+ 0.012679986966023184,
356
+ 0.012437098079704483,
357
+ 0.01238547323938774,
358
+ 0.012023136124767526,
359
+ 0.011974731774780617,
360
+ -0.011841619699539445,
361
+ -0.011841057976446778,
362
+ 0.011479191346986559,
363
+ 0.011387073114833673,
364
+ -0.011370994929488596,
365
+ 0.011249021843806174,
366
+ 0.01097872211626591,
367
+ 0.010963057060252936,
368
+ -0.010908993011469064,
369
+ -0.01088133211906165,
370
+ -0.010697082485630883,
371
+ 0.010528360228223484,
372
+ -0.01047766423105186,
373
+ 0.010435939814586513,
374
+ 0.010259774058839915,
375
+ -0.010150677590742452,
376
+ 0.01010002053260885,
377
+ 0.010085171087770151,
378
+ -0.010026418138768346,
379
+ -0.00996718638418458,
380
+ -0.009966615355233303,
381
+ 0.009650483861998332,
382
+ -0.009525310281390021,
383
+ 0.009167725602007223,
384
+ 0.008882196309316304,
385
+ 0.008869687067245202,
386
+ -0.008851596508564836,
387
+ -0.008834577576214806,
388
+ -0.00862208560164097,
389
+ -0.008475860730268896,
390
+ -0.008469782244071699,
391
+ 0.00834022317752815,
392
+ -0.00832657116176672,
393
+ 0.008177746962435504,
394
+ -0.008125920647287507,
395
+ 0.008117040978897547,
396
+ -0.007869249461231098,
397
+ 0.00780131443097334,
398
+ -0.00739129545208339,
399
+ -0.007272845473831441,
400
+ -0.0072016236964014,
401
+ -0.007173286365733417,
402
+ 0.00709129311254521,
403
+ -0.0070207641321734186,
404
+ -0.006987154917003027,
405
+ -0.0069061360652950595,
406
+ -0.006830586846499507,
407
+ -0.00672973693154533,
408
+ -0.006667652401719607,
409
+ -0.006457198706229716,
410
+ 0.006452794766302871,
411
+ 0.0063778394144016065,
412
+ 0.006342164636644328,
413
+ 0.006128621277863236,
414
+ 0.006056419498049896,
415
+ -0.005822881947482984,
416
+ -0.005716693569613762,
417
+ 0.005694354748754944,
418
+ 0.005651792196004881,
419
+ 0.005560963511033054,
420
+ 0.005521068443943215,
421
+ -0.005482308452553558,
422
+ 0.005259978984899991,
423
+ -0.005257012415192535,
424
+ -0.005252416271168299,
425
+ 0.005069197459250624,
426
+ 0.005062817947311359,
427
+ 0.004849802607577341,
428
+ 0.004773643272393817,
429
+ -0.004534679425782626,
430
+ -0.004288444941183432,
431
+ 0.0040162741980179295,
432
+ 0.003989970647759671,
433
+ -0.003953094628519806,
434
+ 0.0039276115279096874,
435
+ 0.0039245710133391795,
436
+ -0.003878098566982157,
437
+ -0.00386572564042543,
438
+ 0.0037654254939761505,
439
+ 0.003677522243594001,
440
+ -0.0036110949827295284,
441
+ 0.003599762418027119,
442
+ 0.0034979951674945146,
443
+ -0.003378282994449057,
444
+ -0.003346091677449804,
445
+ -0.003309673838845085,
446
+ -0.0032804893299226007,
447
+ -0.003273391265051175,
448
+ -0.0031735022031243038,
449
+ -0.003050586807349471,
450
+ -0.0028753456446541192,
451
+ -0.002804024363208164,
452
+ 0.002679757168363351,
453
+ 0.0026559247402358614,
454
+ 0.0026554118830768485,
455
+ -0.002618788373333337,
456
+ 0.0024936652130929673,
457
+ 0.0024901071194882883,
458
+ 0.002416874804189423,
459
+ -0.002245985808753385,
460
+ -0.002214097265214956,
461
+ 0.002170418288139496,
462
+ -0.002129480567667456,
463
+ 0.0019842529398407293,
464
+ -0.0018818192200318411,
465
+ 0.0017981371744403016,
466
+ 0.0017669134816681142,
467
+ -0.0017413688877846029,
468
+ -0.001662116789562283,
469
+ -0.0016500158085679675,
470
+ -0.0014593067255160828,
471
+ 0.0013926875831512242,
472
+ -0.001266825980216413,
473
+ -0.0012448660103084224,
474
+ -0.0012411350598667624,
475
+ -0.0011690304794469103,
476
+ -0.0011244983728116954,
477
+ -0.00107219260161594,
478
+ 0.0009998716491473783,
479
+ 0.0009851984007118182,
480
+ 0.0009552136279831287,
481
+ -0.0009518790021675575,
482
+ -0.0009254531187261589,
483
+ -0.0007646621750014298,
484
+ 0.0006758333573024153,
485
+ 0.0006669981491038221,
486
+ 0.0006620204859711616,
487
+ -0.0006516879822812634,
488
+ 0.0006513917899741725,
489
+ -0.0006406663984870127,
490
+ 0.0005629762993653595,
491
+ -0.00047742688345567643,
492
+ -0.0004570620055655486,
493
+ -0.0003560048443779713,
494
+ 0.00033986693586696105,
495
+ -0.00033087154921920326,
496
+ -0.0003259103308803653,
497
+ -0.0002295692296447849,
498
+ -0.00018068315798809445,
499
+ 0.00017714127925207444,
500
+ 0.00016513221426813835,
501
+ -0.00014228748414620406,
502
+ 0.00013066098580096153,
503
+ 0.00010197600200494451,
504
+ -8.99354524187889e-05,
505
+ 4.685489231751698e-05,
506
+ 4.59992895855954e-05,
507
+ -3.6263912758086597e-05,
508
+ -1.660884863982918e-05,
509
+ -1.1383327206789957e-05,
510
+ 9.546580556452174e-06,
511
+ -1.0461528853185948e-15,
512
+ -1.4269055834114067e-16,
513
+ 2.7388761840973025e-17,
514
+ -1.711797615060814e-18,
515
+ -1.5895263568421847e-18
516
+ ],
517
+ "Absolute Coefficient": [
518
+ 0.09264437233260978,
519
+ 0.07888352628818861,
520
+ 0.07660415412336577,
521
+ 0.06876043997387456,
522
+ 0.06823813958075459,
523
+ 0.06227528518545084,
524
+ 0.055253084443056565,
525
+ 0.04601030432981086,
526
+ 0.04341055343952629,
527
+ 0.0431158757608336,
528
+ 0.04304613999141546,
529
+ 0.04199280769789048,
530
+ 0.03981177837025564,
531
+ 0.038882278923343304,
532
+ 0.03856423218208359,
533
+ 0.03728578834138018,
534
+ 0.036799532158625935,
535
+ 0.03615889894498391,
536
+ 0.035655869159448544,
537
+ 0.03562603143304672,
538
+ 0.03455949695977611,
539
+ 0.03391682926845922,
540
+ 0.0339080993250441,
541
+ 0.03387911615653642,
542
+ 0.03248491778376808,
543
+ 0.0315113672796594,
544
+ 0.02968290860877389,
545
+ 0.02907352647297835,
546
+ 0.02883658104653966,
547
+ 0.028544740328639042,
548
+ 0.028377059518602643,
549
+ 0.027327428923969107,
550
+ 0.027255897365428074,
551
+ 0.02697775582635328,
552
+ 0.026640698198052547,
553
+ 0.02620839197859525,
554
+ 0.02610141749274268,
555
+ 0.02601849785578428,
556
+ 0.025603889896051536,
557
+ 0.025199615245531173,
558
+ 0.02423738255584654,
559
+ 0.024233547950413128,
560
+ 0.024090703107823,
561
+ 0.024066814960914906,
562
+ 0.024049031611085375,
563
+ 0.0240238356704668,
564
+ 0.023728529475499974,
565
+ 0.023607616896666614,
566
+ 0.023446644951724823,
567
+ 0.022573927517516454,
568
+ 0.02257027507898248,
569
+ 0.022265922173521746,
570
+ 0.021995305840431835,
571
+ 0.021340167430864348,
572
+ 0.020631510835675177,
573
+ 0.02051731658234747,
574
+ 0.020507705449914024,
575
+ 0.02033585483704283,
576
+ 0.019944895855738092,
577
+ 0.019906837257125082,
578
+ 0.019416795983847598,
579
+ 0.018958537526912345,
580
+ 0.018956391752446535,
581
+ 0.018292018102808415,
582
+ 0.018043632846470047,
583
+ 0.017910913948575326,
584
+ 0.01780746194762483,
585
+ 0.017750452879661854,
586
+ 0.017547473866766385,
587
+ 0.01738100947172512,
588
+ 0.017375753910329788,
589
+ 0.0171863530055097,
590
+ 0.017069024811082297,
591
+ 0.017066889487349086,
592
+ 0.016935675520480052,
593
+ 0.016766867713253124,
594
+ 0.01656732826686191,
595
+ 0.016253363472507363,
596
+ 0.015964933669479143,
597
+ 0.015717971484087476,
598
+ 0.014719581265201415,
599
+ 0.014392096813377173,
600
+ 0.01427594076459098,
601
+ 0.01426829586882308,
602
+ 0.014256187953923515,
603
+ 0.014024196725408859,
604
+ 0.01378417777108235,
605
+ 0.013729533937608503,
606
+ 0.013711719256366474,
607
+ 0.013282786248286448,
608
+ 0.01318087233529836,
609
+ 0.013140405065650534,
610
+ 0.013030444244781086,
611
+ 0.01300113943595209,
612
+ 0.012679986966023184,
613
+ 0.012437098079704483,
614
+ 0.01238547323938774,
615
+ 0.012023136124767526,
616
+ 0.011974731774780617,
617
+ 0.011841619699539445,
618
+ 0.011841057976446778,
619
+ 0.011479191346986559,
620
+ 0.011387073114833673,
621
+ 0.011370994929488596,
622
+ 0.011249021843806174,
623
+ 0.01097872211626591,
624
+ 0.010963057060252936,
625
+ 0.010908993011469064,
626
+ 0.01088133211906165,
627
+ 0.010697082485630883,
628
+ 0.010528360228223484,
629
+ 0.01047766423105186,
630
+ 0.010435939814586513,
631
+ 0.010259774058839915,
632
+ 0.010150677590742452,
633
+ 0.01010002053260885,
634
+ 0.010085171087770151,
635
+ 0.010026418138768346,
636
+ 0.00996718638418458,
637
+ 0.009966615355233303,
638
+ 0.009650483861998332,
639
+ 0.009525310281390021,
640
+ 0.009167725602007223,
641
+ 0.008882196309316304,
642
+ 0.008869687067245202,
643
+ 0.008851596508564836,
644
+ 0.008834577576214806,
645
+ 0.00862208560164097,
646
+ 0.008475860730268896,
647
+ 0.008469782244071699,
648
+ 0.00834022317752815,
649
+ 0.00832657116176672,
650
+ 0.008177746962435504,
651
+ 0.008125920647287507,
652
+ 0.008117040978897547,
653
+ 0.007869249461231098,
654
+ 0.00780131443097334,
655
+ 0.00739129545208339,
656
+ 0.007272845473831441,
657
+ 0.0072016236964014,
658
+ 0.007173286365733417,
659
+ 0.00709129311254521,
660
+ 0.0070207641321734186,
661
+ 0.006987154917003027,
662
+ 0.0069061360652950595,
663
+ 0.006830586846499507,
664
+ 0.00672973693154533,
665
+ 0.006667652401719607,
666
+ 0.006457198706229716,
667
+ 0.006452794766302871,
668
+ 0.0063778394144016065,
669
+ 0.006342164636644328,
670
+ 0.006128621277863236,
671
+ 0.006056419498049896,
672
+ 0.005822881947482984,
673
+ 0.005716693569613762,
674
+ 0.005694354748754944,
675
+ 0.005651792196004881,
676
+ 0.005560963511033054,
677
+ 0.005521068443943215,
678
+ 0.005482308452553558,
679
+ 0.005259978984899991,
680
+ 0.005257012415192535,
681
+ 0.005252416271168299,
682
+ 0.005069197459250624,
683
+ 0.005062817947311359,
684
+ 0.004849802607577341,
685
+ 0.004773643272393817,
686
+ 0.004534679425782626,
687
+ 0.004288444941183432,
688
+ 0.0040162741980179295,
689
+ 0.003989970647759671,
690
+ 0.003953094628519806,
691
+ 0.0039276115279096874,
692
+ 0.0039245710133391795,
693
+ 0.003878098566982157,
694
+ 0.00386572564042543,
695
+ 0.0037654254939761505,
696
+ 0.003677522243594001,
697
+ 0.0036110949827295284,
698
+ 0.003599762418027119,
699
+ 0.0034979951674945146,
700
+ 0.003378282994449057,
701
+ 0.003346091677449804,
702
+ 0.003309673838845085,
703
+ 0.0032804893299226007,
704
+ 0.003273391265051175,
705
+ 0.0031735022031243038,
706
+ 0.003050586807349471,
707
+ 0.0028753456446541192,
708
+ 0.002804024363208164,
709
+ 0.002679757168363351,
710
+ 0.0026559247402358614,
711
+ 0.0026554118830768485,
712
+ 0.002618788373333337,
713
+ 0.0024936652130929673,
714
+ 0.0024901071194882883,
715
+ 0.002416874804189423,
716
+ 0.002245985808753385,
717
+ 0.002214097265214956,
718
+ 0.002170418288139496,
719
+ 0.002129480567667456,
720
+ 0.0019842529398407293,
721
+ 0.0018818192200318411,
722
+ 0.0017981371744403016,
723
+ 0.0017669134816681142,
724
+ 0.0017413688877846029,
725
+ 0.001662116789562283,
726
+ 0.0016500158085679675,
727
+ 0.0014593067255160828,
728
+ 0.0013926875831512242,
729
+ 0.001266825980216413,
730
+ 0.0012448660103084224,
731
+ 0.0012411350598667624,
732
+ 0.0011690304794469103,
733
+ 0.0011244983728116954,
734
+ 0.00107219260161594,
735
+ 0.0009998716491473783,
736
+ 0.0009851984007118182,
737
+ 0.0009552136279831287,
738
+ 0.0009518790021675575,
739
+ 0.0009254531187261589,
740
+ 0.0007646621750014298,
741
+ 0.0006758333573024153,
742
+ 0.0006669981491038221,
743
+ 0.0006620204859711616,
744
+ 0.0006516879822812634,
745
+ 0.0006513917899741725,
746
+ 0.0006406663984870127,
747
+ 0.0005629762993653595,
748
+ 0.00047742688345567643,
749
+ 0.0004570620055655486,
750
+ 0.0003560048443779713,
751
+ 0.00033986693586696105,
752
+ 0.00033087154921920326,
753
+ 0.0003259103308803653,
754
+ 0.0002295692296447849,
755
+ 0.00018068315798809445,
756
+ 0.00017714127925207444,
757
+ 0.00016513221426813835,
758
+ 0.00014228748414620406,
759
+ 0.00013066098580096153,
760
+ 0.00010197600200494451,
761
+ 8.99354524187889e-05,
762
+ 4.685489231751698e-05,
763
+ 4.59992895855954e-05,
764
+ 3.6263912758086597e-05,
765
+ 1.660884863982918e-05,
766
+ 1.1383327206789957e-05,
767
+ 9.546580556452174e-06,
768
+ 1.0461528853185948e-15,
769
+ 1.4269055834114067e-16,
770
+ 2.7388761840973025e-17,
771
+ 1.711797615060814e-18,
772
+ 1.5895263568421847e-18
773
+ ]
774
+ },
775
+ "cv_performance": {
776
+ "prediction": {
777
+ "accuracy": 75.55555555555556,
778
+ "precision": 74.02736045868267,
779
+ "recall": 97.2811059907834,
780
+ "f1": 83.96381172915699
781
+ },
782
+ "selection": {
783
+ "precision": 0.6804094996732073,
784
+ "recall": 1.917808219178082,
785
+ "f1": 1.0043610866510817,
786
+ "jaccard": 0.5065673566618637
787
+ }
788
+ }
789
+ }
p3/regress/Huntingtons_Disease/significant_genes_condition_Bipolar_disorder.json ADDED
@@ -0,0 +1,792 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "significant_genes": {
3
+ "Variable": [
4
+ "CTAG1A",
5
+ "FGF7P6",
6
+ "BNIP3L",
7
+ "CAST",
8
+ "SLC35A3",
9
+ "NDUFB11",
10
+ "RBM10",
11
+ "C15orf40",
12
+ "SART3",
13
+ "LMTK3",
14
+ "NEUROD2",
15
+ "CCS",
16
+ "ZIC1",
17
+ "GABPB1-AS1",
18
+ "SOX15",
19
+ "FAM187B",
20
+ "USP10",
21
+ "IFITM2",
22
+ "FBXL2",
23
+ "NIPA2",
24
+ "PPM1L",
25
+ "SKIC3",
26
+ "LHCGR",
27
+ "LAMP3",
28
+ "SLC43A2",
29
+ "MGRN1",
30
+ "LDOC1",
31
+ "MEA1",
32
+ "TTYH1",
33
+ "ZNF552",
34
+ "MARCHF10",
35
+ "PDCL",
36
+ "NPEPL1",
37
+ "ZNF662",
38
+ "CAV1",
39
+ "RASSF2",
40
+ "FHIP1A",
41
+ "KLHL14",
42
+ "MPV17L",
43
+ "TTI1",
44
+ "COL11A1",
45
+ "CCP110",
46
+ "NPY",
47
+ "IGSF10",
48
+ "RTF2",
49
+ "TRMT12",
50
+ "NUP35",
51
+ "ABLIM2",
52
+ "SCARF1",
53
+ "AHCTF1P1",
54
+ "CUTALP",
55
+ "GXYLT2",
56
+ "FAM169A",
57
+ "GTPBP10",
58
+ "SELENOM",
59
+ "ZNF528",
60
+ "IGKV1-37",
61
+ "CYP2C19",
62
+ "STX18",
63
+ "KCNJ1",
64
+ "KDR",
65
+ "GRIK1",
66
+ "COL11A2",
67
+ "ERGIC1",
68
+ "STX12",
69
+ "MSTO2P",
70
+ "MIR21",
71
+ "RAB40C",
72
+ "AURKC",
73
+ "SFRP5",
74
+ "PTPN1",
75
+ "LEMD2",
76
+ "ADGRG7",
77
+ "FIGN",
78
+ "MLNR",
79
+ "RCOR1",
80
+ "PYCR3",
81
+ "FAF2",
82
+ "CAPN11",
83
+ "MIR4691",
84
+ "OMA1",
85
+ "METTL21EP",
86
+ "PPP5D1P",
87
+ "FBXO28",
88
+ "TENM4",
89
+ "ALKBH4",
90
+ "SLC25A15",
91
+ "PPP1R10",
92
+ "TPTE",
93
+ "TMEM40",
94
+ "PDZD9",
95
+ "TMEM262",
96
+ "ZNF843",
97
+ "CSTF1",
98
+ "CEP290",
99
+ "HHLA2",
100
+ "ADAMTSL1",
101
+ "RNF13",
102
+ "CCR7",
103
+ "FCN2",
104
+ "PHYH",
105
+ "RN7SKP150",
106
+ "KRTAP4-2",
107
+ "EIF4A2",
108
+ "PTCHD4",
109
+ "TCF20",
110
+ "PYGB",
111
+ "ZNF596",
112
+ "TRIM48",
113
+ "GNG5",
114
+ "DRG1",
115
+ "RBAKDN",
116
+ "IDI2",
117
+ "ZKSCAN1",
118
+ "USPL1",
119
+ "ATIC",
120
+ "SPEF1",
121
+ "ADIPOQ",
122
+ "TYMP",
123
+ "MAB21L3",
124
+ "C17orf99",
125
+ "DNAI1",
126
+ "ZBTB24",
127
+ "NEUROD1",
128
+ "SPAG8",
129
+ "L2HGDH",
130
+ "CCT6P1",
131
+ "ENDOV",
132
+ "LRP5",
133
+ "PDPR",
134
+ "ZSCAN1",
135
+ "CGNL1",
136
+ "KRTAP9-3",
137
+ "GDA",
138
+ "AP5B1",
139
+ "B3GNT3",
140
+ "MRFAP1",
141
+ "GSR",
142
+ "RAB5B",
143
+ "TTTY7B",
144
+ "CHP1",
145
+ "AQP7",
146
+ "HMGCLL1",
147
+ "UPK2",
148
+ "KIF1B",
149
+ "ALAS2",
150
+ "NCBP2AS2",
151
+ "FAM181A",
152
+ "SRSF5",
153
+ "TUBB1",
154
+ "CPE",
155
+ "TLL1",
156
+ "ZNF281",
157
+ "NPM1P22",
158
+ "PEX6",
159
+ "HSD11B2",
160
+ "PAX7",
161
+ "VWA5A",
162
+ "PDE6D",
163
+ "TRAJ20",
164
+ "FCER1G",
165
+ "CRABP2",
166
+ "RDH11",
167
+ "GALNT10",
168
+ "MTNR1A",
169
+ "DDX17",
170
+ "CT45A1",
171
+ "SUGP1",
172
+ "GAGE1",
173
+ "TEN1",
174
+ "CTSE",
175
+ "MTMR10",
176
+ "ZNF7",
177
+ "NDUFA8",
178
+ "KISS1",
179
+ "CYP1B1-AS1",
180
+ "TAS2R50",
181
+ "RFX6",
182
+ "NDUFS8",
183
+ "IL13",
184
+ "MCHR2-AS1",
185
+ "TCF7L1",
186
+ "ZUP1",
187
+ "CD300LF",
188
+ "SELENBP1",
189
+ "G3BP1",
190
+ "APEX1",
191
+ "METTL22",
192
+ "MAP1LC3B2",
193
+ "IGLV1-44",
194
+ "PRSS2",
195
+ "GJB3",
196
+ "SPOP",
197
+ "SLC39A11",
198
+ "PFDN4",
199
+ "ASXL2",
200
+ "NFATC4",
201
+ "PRSS59P",
202
+ "TRIT1",
203
+ "IGLV1-50",
204
+ "FBN3",
205
+ "HNRNPL",
206
+ "C3AR1",
207
+ "FSCN2",
208
+ "ZBTB33",
209
+ "SETX",
210
+ "SFTA3",
211
+ "TMEM123",
212
+ "NEDD4",
213
+ "KLRC4",
214
+ "TRBV5-2",
215
+ "ZFR",
216
+ "RBP5",
217
+ "NARF",
218
+ "EXO1",
219
+ "ZP2",
220
+ "XPA",
221
+ "KCNK12",
222
+ "XKRX",
223
+ "SLC13A1",
224
+ "EPHA3",
225
+ "TRIR",
226
+ "CIMIP5",
227
+ "BBS9",
228
+ "YPEL5",
229
+ "GABRA5",
230
+ "CUEDC2",
231
+ "XAB2",
232
+ "CAPZA1",
233
+ "C1S",
234
+ "TWIST1",
235
+ "PHYHIPL",
236
+ "LRATD2",
237
+ "FAM20B",
238
+ "EPHB2",
239
+ "SLC10A2",
240
+ "FOXA2",
241
+ "PTPRR",
242
+ "ANKRD27",
243
+ "TMEM92",
244
+ "ACOT12",
245
+ "TSFM",
246
+ "PRKCA",
247
+ "FKBP8",
248
+ "ZNF28",
249
+ "MIR7113",
250
+ "CIAO3",
251
+ "CLINT1",
252
+ "IGKV1D-37",
253
+ "TRAV36DV7",
254
+ "CTAG1B",
255
+ "CT45A2",
256
+ "CCT6P3",
257
+ "CT45A3",
258
+ "CT45A5",
259
+ "CT45A6"
260
+ ],
261
+ "Coefficient": [
262
+ -0.08706972010751686,
263
+ -0.08050201758312064,
264
+ 0.06866068530773511,
265
+ 0.0637036479361409,
266
+ -0.06020153200919118,
267
+ -0.058972404922615004,
268
+ -0.053099089471631895,
269
+ -0.05044780759577456,
270
+ 0.04776088993883352,
271
+ 0.04560583625488004,
272
+ 0.04516524807641757,
273
+ -0.04400089015617426,
274
+ 0.04378654718464287,
275
+ 0.04156018341284077,
276
+ -0.040104701500730665,
277
+ -0.03963107147827529,
278
+ 0.03877329033558211,
279
+ 0.037571730894992134,
280
+ -0.036118942415730985,
281
+ 0.035786386648521754,
282
+ 0.035278242595608335,
283
+ 0.034753672778849755,
284
+ -0.03465566675976967,
285
+ 0.03271170566874322,
286
+ 0.03210265305109145,
287
+ -0.03181894856924989,
288
+ 0.030853003365171588,
289
+ -0.0299162584735505,
290
+ 0.029901172594857837,
291
+ -0.029890792566296915,
292
+ 0.028650903638780652,
293
+ 0.028623947291739914,
294
+ 0.02852584697807322,
295
+ 0.028158300493248013,
296
+ -0.027483930874809437,
297
+ 0.02748176157852967,
298
+ -0.02707621323922374,
299
+ 0.02706712802879596,
300
+ 0.026685098821510284,
301
+ -0.02610541622222497,
302
+ -0.02609847019687035,
303
+ -0.025990905227740956,
304
+ -0.02517786776346396,
305
+ -0.024828309367441424,
306
+ -0.023854114335722005,
307
+ 0.023840076656969213,
308
+ -0.02365145020854583,
309
+ 0.02333759679041796,
310
+ 0.022457691911230343,
311
+ 0.022360135700993003,
312
+ 0.02230675466960624,
313
+ 0.022149631943691378,
314
+ 0.021710757114468286,
315
+ -0.02150859546197433,
316
+ 0.020956932591809925,
317
+ 0.020624296065780562,
318
+ -0.020619923270457755,
319
+ -0.020118586939134337,
320
+ -0.019689782436572004,
321
+ -0.019548292389705478,
322
+ 0.0193575733163149,
323
+ 0.018842258579049174,
324
+ -0.01852494652463535,
325
+ 0.01846769540203397,
326
+ 0.01845336396111088,
327
+ 0.018363396567990038,
328
+ 0.017633606869405575,
329
+ 0.017359626772695952,
330
+ -0.0173498177197024,
331
+ -0.01730335098581224,
332
+ 0.016986504272995733,
333
+ -0.01687320751545642,
334
+ 0.016834187914230914,
335
+ 0.016735831222641256,
336
+ 0.016685751768133205,
337
+ -0.016401844623155394,
338
+ 0.015767000096320732,
339
+ 0.01559000593717989,
340
+ -0.015273131878714036,
341
+ -0.015094904193602723,
342
+ -0.01495338320037546,
343
+ 0.014942255663471161,
344
+ 0.014781512966853705,
345
+ -0.014719103457205547,
346
+ 0.01428840355285849,
347
+ -0.014264646450949721,
348
+ 0.013821288262450201,
349
+ 0.01377480272639658,
350
+ -0.01364235733813215,
351
+ -0.013430648450358336,
352
+ -0.013118799541516553,
353
+ -0.012868069132694945,
354
+ 0.012828921789144855,
355
+ -0.012631302602015159,
356
+ 0.012538680596558606,
357
+ -0.012284342455365966,
358
+ -0.012171964170153447,
359
+ 0.012132929133981864,
360
+ 0.012107645053753169,
361
+ 0.011601549063912111,
362
+ 0.01157779082737605,
363
+ -0.011562609566562156,
364
+ -0.01149882708896979,
365
+ 0.011491946317472725,
366
+ 0.011322346163746725,
367
+ -0.011304146234594399,
368
+ 0.011112347732724093,
369
+ 0.010889630380023704,
370
+ 0.01076345810580016,
371
+ 0.01074126954183666,
372
+ -0.010164721437060218,
373
+ -0.009890031777939293,
374
+ 0.009686900558224985,
375
+ 0.009393898132343904,
376
+ 0.009359677341513795,
377
+ -0.00916166805012717,
378
+ -0.009154766674560964,
379
+ 0.008995458691546191,
380
+ 0.008914295985146902,
381
+ -0.008845127006228,
382
+ 0.008728938492273616,
383
+ -0.008701600075941774,
384
+ 0.008397357109349985,
385
+ -0.00829497643106619,
386
+ 0.00822914877026313,
387
+ -0.008021657397861617,
388
+ -0.007975297338085044,
389
+ 0.007869794724369352,
390
+ 0.007698313374904867,
391
+ 0.0075407189438865185,
392
+ -0.007503471530656478,
393
+ 0.007253139047686505,
394
+ -0.007239965975107751,
395
+ -0.0072231088973171735,
396
+ -0.0072005552395629025,
397
+ 0.007053657991833908,
398
+ 0.007036296066684571,
399
+ -0.006895925081362791,
400
+ 0.0068939806564448335,
401
+ -0.006885581489290099,
402
+ 0.006859962782612264,
403
+ 0.0067930049586209604,
404
+ 0.0067902642599313645,
405
+ -0.006686369166221996,
406
+ 0.006629207889511956,
407
+ -0.0066212025968788776,
408
+ -0.006459933470408642,
409
+ -0.006374176639210902,
410
+ -0.006355997299082136,
411
+ 0.006162207232368123,
412
+ -0.006140335818990453,
413
+ -0.006119595614198072,
414
+ 0.0060998801330380235,
415
+ -0.006033555312508952,
416
+ 0.005998531702668919,
417
+ -0.00573165220464005,
418
+ -0.005707227241359391,
419
+ 0.00565778835240856,
420
+ -0.005538370336943275,
421
+ -0.005508523062870728,
422
+ 0.0055079739645967915,
423
+ -0.005507102234541591,
424
+ -0.005484544483064344,
425
+ 0.005471386935386004,
426
+ 0.005445633100230596,
427
+ 0.005419248241679823,
428
+ -0.005099794186101382,
429
+ 0.005049188133296676,
430
+ 0.005029179764868107,
431
+ 0.004871446178036498,
432
+ 0.004825133920397607,
433
+ -0.004801975415568469,
434
+ -0.004787169477761414,
435
+ -0.004651987831848479,
436
+ 0.004626350286280187,
437
+ -0.004435608946091311,
438
+ 0.004419365121587418,
439
+ -0.004154827034476387,
440
+ -0.004117818172433647,
441
+ 0.003932888963003801,
442
+ -0.003922897067171518,
443
+ -0.0036774803621218276,
444
+ -0.0035252677282202522,
445
+ -0.0031735172214542966,
446
+ 0.0031504876126832652,
447
+ 0.003105336015522071,
448
+ -0.0030220829901932015,
449
+ -0.0030166596523421635,
450
+ 0.002902654109681071,
451
+ 0.0028133933951745593,
452
+ 0.002656693045530507,
453
+ -0.0025782255432090337,
454
+ -0.002502869792850508,
455
+ 0.0024547895741474425,
456
+ -0.0024290047920189368,
457
+ 0.0023213034629845004,
458
+ -0.0022906193647129008,
459
+ -0.0022594024749553175,
460
+ -0.0022296923533553017,
461
+ 0.00222257440989406,
462
+ 0.002219634786760276,
463
+ -0.002184702695794317,
464
+ -0.002093275661029309,
465
+ -0.0020929796445778082,
466
+ -0.0020180379149037316,
467
+ 0.0019777001280231374,
468
+ 0.001829015780665678,
469
+ -0.0017012020062760881,
470
+ 0.0016580345050871094,
471
+ 0.0015917148095843723,
472
+ 0.0015024660983396134,
473
+ 0.0014923343221467803,
474
+ -0.0014479946198353044,
475
+ 0.001361985798098636,
476
+ -0.0012745680559959522,
477
+ 0.0012240314135239661,
478
+ 0.0011495492328147238,
479
+ -0.0011433051855487865,
480
+ -0.0011018191154106602,
481
+ 0.001069570209489318,
482
+ -0.0010566134550657384,
483
+ -0.0010002672610051346,
484
+ 0.0008842292085311912,
485
+ 0.0008362266124350921,
486
+ 0.0008316796559313599,
487
+ 0.0007193579527596984,
488
+ -0.0006439011789259984,
489
+ -0.0006198506921879471,
490
+ -0.0006055179830655562,
491
+ -0.0005637487266068048,
492
+ -0.0005635698374273473,
493
+ -0.00048375659254188145,
494
+ -0.00044094399698704756,
495
+ -0.0003763357412663932,
496
+ -0.00036672545668444903,
497
+ -0.00032972855860100107,
498
+ -0.0002917880288120463,
499
+ -0.00023751539193805581,
500
+ -0.00021538271767695822,
501
+ -0.00019281566487982032,
502
+ -0.00017004639957174074,
503
+ 0.000136458147153178,
504
+ -0.00012519586462290367,
505
+ -2.4776001864406048e-05,
506
+ 1.548147098805265e-05,
507
+ -1.2718562630353257e-05,
508
+ 1.198753456938107e-05,
509
+ 4.526129904813457e-06,
510
+ -1.0205981923509013e-15,
511
+ -2.354944433290805e-16,
512
+ -2.0822795274632616e-16,
513
+ -8.192174300648182e-17,
514
+ -2.7877846873847544e-17,
515
+ -2.4454251643725917e-19,
516
+ -2.4454251643725917e-19,
517
+ -2.4454251643725917e-19
518
+ ],
519
+ "Absolute Coefficient": [
520
+ 0.08706972010751686,
521
+ 0.08050201758312064,
522
+ 0.06866068530773511,
523
+ 0.0637036479361409,
524
+ 0.06020153200919118,
525
+ 0.058972404922615004,
526
+ 0.053099089471631895,
527
+ 0.05044780759577456,
528
+ 0.04776088993883352,
529
+ 0.04560583625488004,
530
+ 0.04516524807641757,
531
+ 0.04400089015617426,
532
+ 0.04378654718464287,
533
+ 0.04156018341284077,
534
+ 0.040104701500730665,
535
+ 0.03963107147827529,
536
+ 0.03877329033558211,
537
+ 0.037571730894992134,
538
+ 0.036118942415730985,
539
+ 0.035786386648521754,
540
+ 0.035278242595608335,
541
+ 0.034753672778849755,
542
+ 0.03465566675976967,
543
+ 0.03271170566874322,
544
+ 0.03210265305109145,
545
+ 0.03181894856924989,
546
+ 0.030853003365171588,
547
+ 0.0299162584735505,
548
+ 0.029901172594857837,
549
+ 0.029890792566296915,
550
+ 0.028650903638780652,
551
+ 0.028623947291739914,
552
+ 0.02852584697807322,
553
+ 0.028158300493248013,
554
+ 0.027483930874809437,
555
+ 0.02748176157852967,
556
+ 0.02707621323922374,
557
+ 0.02706712802879596,
558
+ 0.026685098821510284,
559
+ 0.02610541622222497,
560
+ 0.02609847019687035,
561
+ 0.025990905227740956,
562
+ 0.02517786776346396,
563
+ 0.024828309367441424,
564
+ 0.023854114335722005,
565
+ 0.023840076656969213,
566
+ 0.02365145020854583,
567
+ 0.02333759679041796,
568
+ 0.022457691911230343,
569
+ 0.022360135700993003,
570
+ 0.02230675466960624,
571
+ 0.022149631943691378,
572
+ 0.021710757114468286,
573
+ 0.02150859546197433,
574
+ 0.020956932591809925,
575
+ 0.020624296065780562,
576
+ 0.020619923270457755,
577
+ 0.020118586939134337,
578
+ 0.019689782436572004,
579
+ 0.019548292389705478,
580
+ 0.0193575733163149,
581
+ 0.018842258579049174,
582
+ 0.01852494652463535,
583
+ 0.01846769540203397,
584
+ 0.01845336396111088,
585
+ 0.018363396567990038,
586
+ 0.017633606869405575,
587
+ 0.017359626772695952,
588
+ 0.0173498177197024,
589
+ 0.01730335098581224,
590
+ 0.016986504272995733,
591
+ 0.01687320751545642,
592
+ 0.016834187914230914,
593
+ 0.016735831222641256,
594
+ 0.016685751768133205,
595
+ 0.016401844623155394,
596
+ 0.015767000096320732,
597
+ 0.01559000593717989,
598
+ 0.015273131878714036,
599
+ 0.015094904193602723,
600
+ 0.01495338320037546,
601
+ 0.014942255663471161,
602
+ 0.014781512966853705,
603
+ 0.014719103457205547,
604
+ 0.01428840355285849,
605
+ 0.014264646450949721,
606
+ 0.013821288262450201,
607
+ 0.01377480272639658,
608
+ 0.01364235733813215,
609
+ 0.013430648450358336,
610
+ 0.013118799541516553,
611
+ 0.012868069132694945,
612
+ 0.012828921789144855,
613
+ 0.012631302602015159,
614
+ 0.012538680596558606,
615
+ 0.012284342455365966,
616
+ 0.012171964170153447,
617
+ 0.012132929133981864,
618
+ 0.012107645053753169,
619
+ 0.011601549063912111,
620
+ 0.01157779082737605,
621
+ 0.011562609566562156,
622
+ 0.01149882708896979,
623
+ 0.011491946317472725,
624
+ 0.011322346163746725,
625
+ 0.011304146234594399,
626
+ 0.011112347732724093,
627
+ 0.010889630380023704,
628
+ 0.01076345810580016,
629
+ 0.01074126954183666,
630
+ 0.010164721437060218,
631
+ 0.009890031777939293,
632
+ 0.009686900558224985,
633
+ 0.009393898132343904,
634
+ 0.009359677341513795,
635
+ 0.00916166805012717,
636
+ 0.009154766674560964,
637
+ 0.008995458691546191,
638
+ 0.008914295985146902,
639
+ 0.008845127006228,
640
+ 0.008728938492273616,
641
+ 0.008701600075941774,
642
+ 0.008397357109349985,
643
+ 0.00829497643106619,
644
+ 0.00822914877026313,
645
+ 0.008021657397861617,
646
+ 0.007975297338085044,
647
+ 0.007869794724369352,
648
+ 0.007698313374904867,
649
+ 0.0075407189438865185,
650
+ 0.007503471530656478,
651
+ 0.007253139047686505,
652
+ 0.007239965975107751,
653
+ 0.0072231088973171735,
654
+ 0.0072005552395629025,
655
+ 0.007053657991833908,
656
+ 0.007036296066684571,
657
+ 0.006895925081362791,
658
+ 0.0068939806564448335,
659
+ 0.006885581489290099,
660
+ 0.006859962782612264,
661
+ 0.0067930049586209604,
662
+ 0.0067902642599313645,
663
+ 0.006686369166221996,
664
+ 0.006629207889511956,
665
+ 0.0066212025968788776,
666
+ 0.006459933470408642,
667
+ 0.006374176639210902,
668
+ 0.006355997299082136,
669
+ 0.006162207232368123,
670
+ 0.006140335818990453,
671
+ 0.006119595614198072,
672
+ 0.0060998801330380235,
673
+ 0.006033555312508952,
674
+ 0.005998531702668919,
675
+ 0.00573165220464005,
676
+ 0.005707227241359391,
677
+ 0.00565778835240856,
678
+ 0.005538370336943275,
679
+ 0.005508523062870728,
680
+ 0.0055079739645967915,
681
+ 0.005507102234541591,
682
+ 0.005484544483064344,
683
+ 0.005471386935386004,
684
+ 0.005445633100230596,
685
+ 0.005419248241679823,
686
+ 0.005099794186101382,
687
+ 0.005049188133296676,
688
+ 0.005029179764868107,
689
+ 0.004871446178036498,
690
+ 0.004825133920397607,
691
+ 0.004801975415568469,
692
+ 0.004787169477761414,
693
+ 0.004651987831848479,
694
+ 0.004626350286280187,
695
+ 0.004435608946091311,
696
+ 0.004419365121587418,
697
+ 0.004154827034476387,
698
+ 0.004117818172433647,
699
+ 0.003932888963003801,
700
+ 0.003922897067171518,
701
+ 0.0036774803621218276,
702
+ 0.0035252677282202522,
703
+ 0.0031735172214542966,
704
+ 0.0031504876126832652,
705
+ 0.003105336015522071,
706
+ 0.0030220829901932015,
707
+ 0.0030166596523421635,
708
+ 0.002902654109681071,
709
+ 0.0028133933951745593,
710
+ 0.002656693045530507,
711
+ 0.0025782255432090337,
712
+ 0.002502869792850508,
713
+ 0.0024547895741474425,
714
+ 0.0024290047920189368,
715
+ 0.0023213034629845004,
716
+ 0.0022906193647129008,
717
+ 0.0022594024749553175,
718
+ 0.0022296923533553017,
719
+ 0.00222257440989406,
720
+ 0.002219634786760276,
721
+ 0.002184702695794317,
722
+ 0.002093275661029309,
723
+ 0.0020929796445778082,
724
+ 0.0020180379149037316,
725
+ 0.0019777001280231374,
726
+ 0.001829015780665678,
727
+ 0.0017012020062760881,
728
+ 0.0016580345050871094,
729
+ 0.0015917148095843723,
730
+ 0.0015024660983396134,
731
+ 0.0014923343221467803,
732
+ 0.0014479946198353044,
733
+ 0.001361985798098636,
734
+ 0.0012745680559959522,
735
+ 0.0012240314135239661,
736
+ 0.0011495492328147238,
737
+ 0.0011433051855487865,
738
+ 0.0011018191154106602,
739
+ 0.001069570209489318,
740
+ 0.0010566134550657384,
741
+ 0.0010002672610051346,
742
+ 0.0008842292085311912,
743
+ 0.0008362266124350921,
744
+ 0.0008316796559313599,
745
+ 0.0007193579527596984,
746
+ 0.0006439011789259984,
747
+ 0.0006198506921879471,
748
+ 0.0006055179830655562,
749
+ 0.0005637487266068048,
750
+ 0.0005635698374273473,
751
+ 0.00048375659254188145,
752
+ 0.00044094399698704756,
753
+ 0.0003763357412663932,
754
+ 0.00036672545668444903,
755
+ 0.00032972855860100107,
756
+ 0.0002917880288120463,
757
+ 0.00023751539193805581,
758
+ 0.00021538271767695822,
759
+ 0.00019281566487982032,
760
+ 0.00017004639957174074,
761
+ 0.000136458147153178,
762
+ 0.00012519586462290367,
763
+ 2.4776001864406048e-05,
764
+ 1.548147098805265e-05,
765
+ 1.2718562630353257e-05,
766
+ 1.198753456938107e-05,
767
+ 4.526129904813457e-06,
768
+ 1.0205981923509013e-15,
769
+ 2.354944433290805e-16,
770
+ 2.0822795274632616e-16,
771
+ 8.192174300648182e-17,
772
+ 2.7877846873847544e-17,
773
+ 2.4454251643725917e-19,
774
+ 2.4454251643725917e-19,
775
+ 2.4454251643725917e-19
776
+ ]
777
+ },
778
+ "cv_performance": {
779
+ "prediction": {
780
+ "accuracy": 77.33333333333334,
781
+ "precision": 75.31166970176433,
782
+ "recall": 98.66071428571429,
783
+ "f1": 85.23190178394171
784
+ },
785
+ "selection": {
786
+ "precision": 0.48031805468876404,
787
+ "recall": 1.3698630136986298,
788
+ "f1": 0.7112462006079027,
789
+ "jaccard": 0.3579164121676731
790
+ }
791
+ }
792
+ }
p3/regress/Huntingtons_Disease/significant_genes_condition_Breast_Cancer.json ADDED
@@ -0,0 +1,783 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "significant_genes": {
3
+ "Variable": [
4
+ "NDUFB11",
5
+ "CTAG1A",
6
+ "FGF7P6",
7
+ "BNIP3L",
8
+ "CAST",
9
+ "SLC35A3",
10
+ "CAV1",
11
+ "LMTK3",
12
+ "RBM10",
13
+ "IFITM2",
14
+ "SART3",
15
+ "FAM187B",
16
+ "SOX15",
17
+ "ZNF662",
18
+ "NIPA2",
19
+ "MPV17L",
20
+ "LHCGR",
21
+ "NEUROD2",
22
+ "GABPB1-AS1",
23
+ "CCS",
24
+ "FBXL2",
25
+ "IGKV1-37",
26
+ "RTF2",
27
+ "C15orf40",
28
+ "USP10",
29
+ "TTYH1",
30
+ "TTI1",
31
+ "MEA1",
32
+ "STX18",
33
+ "CUTALP",
34
+ "COL11A1",
35
+ "ZIC1",
36
+ "PDCL",
37
+ "ZNF552",
38
+ "MARCHF10",
39
+ "GXYLT2",
40
+ "PPM1L",
41
+ "SLC43A2",
42
+ "KLHL14",
43
+ "MSTO2P",
44
+ "ZNF528",
45
+ "NPEPL1",
46
+ "CCP110",
47
+ "GTPBP10",
48
+ "SKIC3",
49
+ "COL11A2",
50
+ "C17orf99",
51
+ "ERGIC1",
52
+ "KDR",
53
+ "ABLIM2",
54
+ "NPY",
55
+ "CYP2C19",
56
+ "RCOR1",
57
+ "FAF2",
58
+ "KCNJ1",
59
+ "FAM169A",
60
+ "FHIP1A",
61
+ "CCR7",
62
+ "RN7SKP150",
63
+ "GRIK1",
64
+ "NCBP2AS2",
65
+ "PDPR",
66
+ "L2HGDH",
67
+ "B3GNT3",
68
+ "IGSF10",
69
+ "PDZD9",
70
+ "GDA",
71
+ "TRAJ20",
72
+ "AHCTF1P1",
73
+ "TRMT12",
74
+ "PYCR3",
75
+ "NPM1P22",
76
+ "METTL21EP",
77
+ "MLNR",
78
+ "STX12",
79
+ "TYMP",
80
+ "AURKC",
81
+ "ZNF843",
82
+ "PPP5D1P",
83
+ "PRSS30P",
84
+ "FAM161A",
85
+ "UPK2",
86
+ "PEX6",
87
+ "RAB40C",
88
+ "CAPN11",
89
+ "TRIM48",
90
+ "PHYH",
91
+ "SFRP5",
92
+ "LAMP3",
93
+ "IDI2",
94
+ "RBAKDN",
95
+ "TPTE",
96
+ "ALKBH4",
97
+ "MGRN1",
98
+ "SLC47A2",
99
+ "SCARF1",
100
+ "C3AR1",
101
+ "ITGA11",
102
+ "NUP35",
103
+ "NEUROD1",
104
+ "CHP1",
105
+ "LDOC1",
106
+ "EIF4A2",
107
+ "G3BP1",
108
+ "SLC25A15",
109
+ "MRFAP1",
110
+ "CDCA7L",
111
+ "USPL1",
112
+ "SELENBP1",
113
+ "METTL25B",
114
+ "ARID4A",
115
+ "ZBTB33",
116
+ "AQP7",
117
+ "RNF13",
118
+ "SPTBN2",
119
+ "FBXO28",
120
+ "YPEL5",
121
+ "LRP5",
122
+ "SPOP",
123
+ "FCN2",
124
+ "FOXA2",
125
+ "MIR4691",
126
+ "MMUT",
127
+ "HHLA2",
128
+ "PRSS2",
129
+ "TLL1",
130
+ "SELENOM",
131
+ "ADIPOQ",
132
+ "ZUP1",
133
+ "TCF20",
134
+ "CRABP2",
135
+ "KRTAP4-2",
136
+ "SPAG8",
137
+ "TAS2R50",
138
+ "NARF",
139
+ "CPE",
140
+ "TTTY7B",
141
+ "CEP290",
142
+ "CGNL1",
143
+ "MIR205",
144
+ "EDEM2",
145
+ "ZBTB24",
146
+ "SLC13A1",
147
+ "VWA5A",
148
+ "RDH11",
149
+ "ADGRG7",
150
+ "HMGA1P4",
151
+ "ALAS2",
152
+ "GNG5",
153
+ "PTPN1",
154
+ "XAB2",
155
+ "SUGP1",
156
+ "TMEM40",
157
+ "KIF1B",
158
+ "LEMD2",
159
+ "TENM4",
160
+ "OMA1",
161
+ "CYP1B1-AS1",
162
+ "KISS1",
163
+ "HSD11B2",
164
+ "ZKSCAN1",
165
+ "IGLV1-44",
166
+ "EXO1",
167
+ "RAB5B",
168
+ "TCF7L1",
169
+ "GAGE1",
170
+ "NDUFS8",
171
+ "PYGB",
172
+ "MYOZ2",
173
+ "DDX17",
174
+ "IL13",
175
+ "WASF3",
176
+ "MSRA",
177
+ "NDUFA8",
178
+ "CRLF1",
179
+ "TMEM262",
180
+ "CIMIP5",
181
+ "KCNK12",
182
+ "KRTAP9-3",
183
+ "CT45A1",
184
+ "ZFR",
185
+ "SNORD35B",
186
+ "SETX",
187
+ "STK39",
188
+ "PAPSS1",
189
+ "LIMS2",
190
+ "HMGCLL1",
191
+ "DOCK5",
192
+ "SFTA3",
193
+ "FCER1G",
194
+ "CFHR4",
195
+ "C1S",
196
+ "OR8G1",
197
+ "DNAI1",
198
+ "TRBV5-2",
199
+ "PTCHD4",
200
+ "TTTY7",
201
+ "FAM53B-AS1",
202
+ "FBN3",
203
+ "DLX3",
204
+ "CTSE",
205
+ "EPHB2",
206
+ "CD300LF",
207
+ "SCGB2B2",
208
+ "PPP1R21",
209
+ "MIR21",
210
+ "ENDOV",
211
+ "ZSCAN1",
212
+ "METTL22",
213
+ "TWIST1",
214
+ "ZNF7",
215
+ "GABRA5",
216
+ "GALNT10",
217
+ "XKRX",
218
+ "ZNF281",
219
+ "ADAMTSL1",
220
+ "FAM181A",
221
+ "TSFM",
222
+ "CUEDC2",
223
+ "NBL1",
224
+ "PPP1R10",
225
+ "MTMR10",
226
+ "PDE6D",
227
+ "PRSS59P",
228
+ "RPL27A",
229
+ "RASSF2",
230
+ "DGKQ",
231
+ "PFDN4",
232
+ "DNAJC28",
233
+ "ZNF28",
234
+ "CCDC154",
235
+ "TMEM220",
236
+ "CSTF1",
237
+ "HNRNPL",
238
+ "UVSSA",
239
+ "TMEM92",
240
+ "GJB3",
241
+ "APEX1",
242
+ "FAM224A",
243
+ "NPR2",
244
+ "PRSS21",
245
+ "MIR7113",
246
+ "RENBP",
247
+ "PDE6H",
248
+ "IGKV1D-37",
249
+ "TRAV36DV7",
250
+ "CTAG1B",
251
+ "TRIM49D1",
252
+ "CT45A2",
253
+ "CT45A3",
254
+ "CT45A5",
255
+ "CT45A6",
256
+ "TRIM49D2"
257
+ ],
258
+ "Coefficient": [
259
+ -0.0751803795537079,
260
+ -0.07490183985932979,
261
+ -0.07184004991933163,
262
+ 0.07172149102841613,
263
+ 0.06820582413363975,
264
+ -0.05626401276609832,
265
+ -0.054867834665258915,
266
+ 0.05449947118712707,
267
+ -0.05012018062477893,
268
+ 0.048022807786758416,
269
+ 0.043722682664564555,
270
+ -0.04103602002071121,
271
+ -0.03991431027115252,
272
+ 0.03986586150203427,
273
+ 0.03919150159597507,
274
+ 0.03854714314876237,
275
+ -0.038422350629442006,
276
+ 0.03800911797984224,
277
+ 0.03744828263980446,
278
+ -0.03729106214079412,
279
+ -0.03711342066632701,
280
+ -0.03560737818875149,
281
+ -0.03531320530044026,
282
+ -0.035065976874179304,
283
+ 0.03499088352551787,
284
+ 0.03453127040809058,
285
+ -0.03395326021918739,
286
+ -0.03271288983342109,
287
+ -0.0326843481308726,
288
+ 0.03180795628949774,
289
+ -0.03177623348884606,
290
+ 0.03141786270868676,
291
+ 0.030491957290407982,
292
+ -0.029438138234271584,
293
+ 0.028977591537272848,
294
+ 0.02877631205685353,
295
+ 0.028093018213858754,
296
+ 0.02760902395374038,
297
+ 0.026156767766227555,
298
+ 0.026081546642092935,
299
+ 0.025865772699987778,
300
+ 0.025156894652547553,
301
+ -0.02402946889565736,
302
+ -0.02377435452983606,
303
+ 0.023068105359037583,
304
+ -0.022907406496159674,
305
+ 0.022867005692999487,
306
+ 0.022759967391892573,
307
+ 0.022371381668190003,
308
+ 0.022361047197997683,
309
+ -0.022272061591086682,
310
+ -0.02197196140488007,
311
+ -0.021621562175657947,
312
+ 0.01974981819132523,
313
+ -0.019667516576545124,
314
+ 0.019504738863138568,
315
+ -0.01947811298483733,
316
+ 0.01947290342400569,
317
+ -0.01933239284461635,
318
+ 0.018690108593509894,
319
+ -0.017441853996077155,
320
+ 0.017312104938456353,
321
+ -0.017226896470290243,
322
+ 0.016856887626194094,
323
+ -0.01663721952521443,
324
+ -0.016190143827889594,
325
+ -0.01618230163114288,
326
+ -0.015952727590087444,
327
+ 0.015910891050240687,
328
+ 0.015298529315163475,
329
+ 0.015146903857108878,
330
+ -0.015012959302039358,
331
+ 0.01495999829103651,
332
+ 0.014957225593235797,
333
+ 0.014648883329094739,
334
+ 0.014636277605300384,
335
+ -0.014360774525038188,
336
+ 0.013971220704228677,
337
+ 0.013930263184390682,
338
+ -0.013914106999123427,
339
+ -0.013703083312065501,
340
+ -0.013539147619966956,
341
+ 0.013499745249900075,
342
+ 0.012686289237394835,
343
+ -0.012597457139682982,
344
+ 0.01253425249520755,
345
+ 0.012481135289379025,
346
+ -0.01237731966788493,
347
+ 0.012330299165386941,
348
+ 0.01229305205597803,
349
+ -0.011976599758466511,
350
+ -0.011928909668974272,
351
+ -0.011643252977481033,
352
+ -0.011572165590541144,
353
+ -0.011539590832052814,
354
+ 0.01112492613259457,
355
+ -0.011102585161614414,
356
+ 0.011096299711741735,
357
+ -0.011089259396027543,
358
+ -0.010767335535902743,
359
+ 0.01061933450723183,
360
+ 0.010546456855399929,
361
+ 0.010408242360821704,
362
+ 0.010403121669164092,
363
+ 0.009848738687372021,
364
+ 0.009602981728975151,
365
+ -0.009350181754340655,
366
+ 0.009306289094267624,
367
+ 0.00899444438302835,
368
+ -0.00890397272849278,
369
+ -0.008778937256631732,
370
+ -0.008750891279224264,
371
+ 0.00868794058888524,
372
+ 0.008635878905353552,
373
+ -0.00857381204314107,
374
+ -0.008551056452537764,
375
+ 0.008519416663625268,
376
+ 0.008508837359053615,
377
+ -0.00844343454443078,
378
+ 0.008425185400765416,
379
+ -0.00837955078934429,
380
+ -0.008287002537955128,
381
+ 0.00816934946426785,
382
+ -0.007891341169230959,
383
+ 0.007710786815431543,
384
+ -0.007516829878108676,
385
+ 0.007498361664295901,
386
+ 0.007412157703393601,
387
+ -0.007372658082744264,
388
+ -0.007162852981879606,
389
+ -0.0070003841902615055,
390
+ -0.006701419328993451,
391
+ 0.00670062015406541,
392
+ 0.006609437388070277,
393
+ 0.006565588019635543,
394
+ -0.006505220798720286,
395
+ -0.0064205683790076904,
396
+ 0.006223944133576384,
397
+ 0.0061320405506250725,
398
+ 0.006093835304926139,
399
+ 0.005875979028576538,
400
+ 0.005724935746358098,
401
+ 0.005580113793044255,
402
+ 0.0055421968612915234,
403
+ -0.005528183663448712,
404
+ 0.005430527135018375,
405
+ -0.005303371070168787,
406
+ -0.005233475926330302,
407
+ 0.005044400961501955,
408
+ 0.004817650920507814,
409
+ -0.004643405052516536,
410
+ 0.004468132278866007,
411
+ -0.004389608424466745,
412
+ 0.004380384488790585,
413
+ -0.004340396346405041,
414
+ 0.0043338775027711475,
415
+ -0.004154392212463971,
416
+ -0.004042574280820732,
417
+ 0.0040225695393365,
418
+ -0.003754415089547991,
419
+ 0.0037402308612670683,
420
+ 0.0036774356719878904,
421
+ -0.0036635583811237818,
422
+ 0.0036279771989761156,
423
+ -0.0035058341116993583,
424
+ 0.0033891722358553875,
425
+ -0.003331449043239928,
426
+ 0.003317344322079559,
427
+ 0.0032904790488432105,
428
+ 0.0032464546363521565,
429
+ 0.0032212110090778547,
430
+ -0.0032014147733793645,
431
+ 0.003135222737866763,
432
+ -0.003131635633773887,
433
+ -0.0030343966728094123,
434
+ -0.0030287702502525154,
435
+ 0.0029209107502640975,
436
+ -0.0027752190707307656,
437
+ -0.0027554834371801605,
438
+ -0.002696105139201364,
439
+ 0.002676014038663468,
440
+ 0.0025419099596213084,
441
+ 0.002527575414329318,
442
+ 0.0025187052529555836,
443
+ 0.002512864047809216,
444
+ 0.0023591425965805986,
445
+ 0.0023274721568272844,
446
+ 0.0023098472209655417,
447
+ 0.0021830417566710836,
448
+ 0.002152073038101986,
449
+ 0.0021381846199697925,
450
+ -0.0020663300237394886,
451
+ 0.0020479564607935345,
452
+ -0.002021512623719119,
453
+ 0.0019588533129764303,
454
+ 0.0019197212018121485,
455
+ -0.0018781516977423014,
456
+ -0.001747649980983334,
457
+ 0.0017391904324416563,
458
+ -0.0016776459980532533,
459
+ 0.0016278040871428895,
460
+ -0.0015927588795799279,
461
+ -0.001587628964998901,
462
+ -0.001586732983249783,
463
+ 0.001389714926664453,
464
+ 0.0013547693575751709,
465
+ 0.001331864078753405,
466
+ -0.0012217483887422323,
467
+ -0.0011996315945289712,
468
+ -0.001197706469926913,
469
+ -0.0011501151316150253,
470
+ 0.0010940812546365271,
471
+ 0.0010901033693002324,
472
+ -0.0010132359811132051,
473
+ 0.0009943664778980154,
474
+ -0.0009901286357915913,
475
+ -0.0008965789361013959,
476
+ 0.0008139024445326153,
477
+ -0.0006637167775579812,
478
+ 0.0006082203812759016,
479
+ 0.0005437024552523006,
480
+ -0.000525496726128141,
481
+ -0.0004740829394909231,
482
+ -0.0004672294036907318,
483
+ 0.0004574660232019314,
484
+ 0.00045430661600639056,
485
+ 0.00036412904069197695,
486
+ -0.00035678787658741573,
487
+ -0.0002284074850896609,
488
+ 0.0002143614913254221,
489
+ -0.00017086153173590592,
490
+ 0.00016425127765676108,
491
+ -0.00015947018844943492,
492
+ -0.0001536640650287432,
493
+ 0.00010272132384727798,
494
+ -0.00010113209666886,
495
+ -9.602544485636819e-05,
496
+ -6.819855246201677e-05,
497
+ -5.976614586125249e-05,
498
+ -4.089858280874294e-05,
499
+ -2.4088361253093212e-05,
500
+ -1.2997350290167924e-05,
501
+ 5.451713683572887e-06,
502
+ -3.891447963898105e-07,
503
+ -9.944321430921145e-16,
504
+ -3.691369285620426e-16,
505
+ -2.5982642371458786e-16,
506
+ 9.781700657490367e-19,
507
+ -6.113562910931479e-19,
508
+ -3.668137746558888e-19,
509
+ -3.668137746558888e-19,
510
+ -2.4454251643725917e-19,
511
+ 2.4454251643725917e-19
512
+ ],
513
+ "Absolute Coefficient": [
514
+ 0.0751803795537079,
515
+ 0.07490183985932979,
516
+ 0.07184004991933163,
517
+ 0.07172149102841613,
518
+ 0.06820582413363975,
519
+ 0.05626401276609832,
520
+ 0.054867834665258915,
521
+ 0.05449947118712707,
522
+ 0.05012018062477893,
523
+ 0.048022807786758416,
524
+ 0.043722682664564555,
525
+ 0.04103602002071121,
526
+ 0.03991431027115252,
527
+ 0.03986586150203427,
528
+ 0.03919150159597507,
529
+ 0.03854714314876237,
530
+ 0.038422350629442006,
531
+ 0.03800911797984224,
532
+ 0.03744828263980446,
533
+ 0.03729106214079412,
534
+ 0.03711342066632701,
535
+ 0.03560737818875149,
536
+ 0.03531320530044026,
537
+ 0.035065976874179304,
538
+ 0.03499088352551787,
539
+ 0.03453127040809058,
540
+ 0.03395326021918739,
541
+ 0.03271288983342109,
542
+ 0.0326843481308726,
543
+ 0.03180795628949774,
544
+ 0.03177623348884606,
545
+ 0.03141786270868676,
546
+ 0.030491957290407982,
547
+ 0.029438138234271584,
548
+ 0.028977591537272848,
549
+ 0.02877631205685353,
550
+ 0.028093018213858754,
551
+ 0.02760902395374038,
552
+ 0.026156767766227555,
553
+ 0.026081546642092935,
554
+ 0.025865772699987778,
555
+ 0.025156894652547553,
556
+ 0.02402946889565736,
557
+ 0.02377435452983606,
558
+ 0.023068105359037583,
559
+ 0.022907406496159674,
560
+ 0.022867005692999487,
561
+ 0.022759967391892573,
562
+ 0.022371381668190003,
563
+ 0.022361047197997683,
564
+ 0.022272061591086682,
565
+ 0.02197196140488007,
566
+ 0.021621562175657947,
567
+ 0.01974981819132523,
568
+ 0.019667516576545124,
569
+ 0.019504738863138568,
570
+ 0.01947811298483733,
571
+ 0.01947290342400569,
572
+ 0.01933239284461635,
573
+ 0.018690108593509894,
574
+ 0.017441853996077155,
575
+ 0.017312104938456353,
576
+ 0.017226896470290243,
577
+ 0.016856887626194094,
578
+ 0.01663721952521443,
579
+ 0.016190143827889594,
580
+ 0.01618230163114288,
581
+ 0.015952727590087444,
582
+ 0.015910891050240687,
583
+ 0.015298529315163475,
584
+ 0.015146903857108878,
585
+ 0.015012959302039358,
586
+ 0.01495999829103651,
587
+ 0.014957225593235797,
588
+ 0.014648883329094739,
589
+ 0.014636277605300384,
590
+ 0.014360774525038188,
591
+ 0.013971220704228677,
592
+ 0.013930263184390682,
593
+ 0.013914106999123427,
594
+ 0.013703083312065501,
595
+ 0.013539147619966956,
596
+ 0.013499745249900075,
597
+ 0.012686289237394835,
598
+ 0.012597457139682982,
599
+ 0.01253425249520755,
600
+ 0.012481135289379025,
601
+ 0.01237731966788493,
602
+ 0.012330299165386941,
603
+ 0.01229305205597803,
604
+ 0.011976599758466511,
605
+ 0.011928909668974272,
606
+ 0.011643252977481033,
607
+ 0.011572165590541144,
608
+ 0.011539590832052814,
609
+ 0.01112492613259457,
610
+ 0.011102585161614414,
611
+ 0.011096299711741735,
612
+ 0.011089259396027543,
613
+ 0.010767335535902743,
614
+ 0.01061933450723183,
615
+ 0.010546456855399929,
616
+ 0.010408242360821704,
617
+ 0.010403121669164092,
618
+ 0.009848738687372021,
619
+ 0.009602981728975151,
620
+ 0.009350181754340655,
621
+ 0.009306289094267624,
622
+ 0.00899444438302835,
623
+ 0.00890397272849278,
624
+ 0.008778937256631732,
625
+ 0.008750891279224264,
626
+ 0.00868794058888524,
627
+ 0.008635878905353552,
628
+ 0.00857381204314107,
629
+ 0.008551056452537764,
630
+ 0.008519416663625268,
631
+ 0.008508837359053615,
632
+ 0.00844343454443078,
633
+ 0.008425185400765416,
634
+ 0.00837955078934429,
635
+ 0.008287002537955128,
636
+ 0.00816934946426785,
637
+ 0.007891341169230959,
638
+ 0.007710786815431543,
639
+ 0.007516829878108676,
640
+ 0.007498361664295901,
641
+ 0.007412157703393601,
642
+ 0.007372658082744264,
643
+ 0.007162852981879606,
644
+ 0.0070003841902615055,
645
+ 0.006701419328993451,
646
+ 0.00670062015406541,
647
+ 0.006609437388070277,
648
+ 0.006565588019635543,
649
+ 0.006505220798720286,
650
+ 0.0064205683790076904,
651
+ 0.006223944133576384,
652
+ 0.0061320405506250725,
653
+ 0.006093835304926139,
654
+ 0.005875979028576538,
655
+ 0.005724935746358098,
656
+ 0.005580113793044255,
657
+ 0.0055421968612915234,
658
+ 0.005528183663448712,
659
+ 0.005430527135018375,
660
+ 0.005303371070168787,
661
+ 0.005233475926330302,
662
+ 0.005044400961501955,
663
+ 0.004817650920507814,
664
+ 0.004643405052516536,
665
+ 0.004468132278866007,
666
+ 0.004389608424466745,
667
+ 0.004380384488790585,
668
+ 0.004340396346405041,
669
+ 0.0043338775027711475,
670
+ 0.004154392212463971,
671
+ 0.004042574280820732,
672
+ 0.0040225695393365,
673
+ 0.003754415089547991,
674
+ 0.0037402308612670683,
675
+ 0.0036774356719878904,
676
+ 0.0036635583811237818,
677
+ 0.0036279771989761156,
678
+ 0.0035058341116993583,
679
+ 0.0033891722358553875,
680
+ 0.003331449043239928,
681
+ 0.003317344322079559,
682
+ 0.0032904790488432105,
683
+ 0.0032464546363521565,
684
+ 0.0032212110090778547,
685
+ 0.0032014147733793645,
686
+ 0.003135222737866763,
687
+ 0.003131635633773887,
688
+ 0.0030343966728094123,
689
+ 0.0030287702502525154,
690
+ 0.0029209107502640975,
691
+ 0.0027752190707307656,
692
+ 0.0027554834371801605,
693
+ 0.002696105139201364,
694
+ 0.002676014038663468,
695
+ 0.0025419099596213084,
696
+ 0.002527575414329318,
697
+ 0.0025187052529555836,
698
+ 0.002512864047809216,
699
+ 0.0023591425965805986,
700
+ 0.0023274721568272844,
701
+ 0.0023098472209655417,
702
+ 0.0021830417566710836,
703
+ 0.002152073038101986,
704
+ 0.0021381846199697925,
705
+ 0.0020663300237394886,
706
+ 0.0020479564607935345,
707
+ 0.002021512623719119,
708
+ 0.0019588533129764303,
709
+ 0.0019197212018121485,
710
+ 0.0018781516977423014,
711
+ 0.001747649980983334,
712
+ 0.0017391904324416563,
713
+ 0.0016776459980532533,
714
+ 0.0016278040871428895,
715
+ 0.0015927588795799279,
716
+ 0.001587628964998901,
717
+ 0.001586732983249783,
718
+ 0.001389714926664453,
719
+ 0.0013547693575751709,
720
+ 0.001331864078753405,
721
+ 0.0012217483887422323,
722
+ 0.0011996315945289712,
723
+ 0.001197706469926913,
724
+ 0.0011501151316150253,
725
+ 0.0010940812546365271,
726
+ 0.0010901033693002324,
727
+ 0.0010132359811132051,
728
+ 0.0009943664778980154,
729
+ 0.0009901286357915913,
730
+ 0.0008965789361013959,
731
+ 0.0008139024445326153,
732
+ 0.0006637167775579812,
733
+ 0.0006082203812759016,
734
+ 0.0005437024552523006,
735
+ 0.000525496726128141,
736
+ 0.0004740829394909231,
737
+ 0.0004672294036907318,
738
+ 0.0004574660232019314,
739
+ 0.00045430661600639056,
740
+ 0.00036412904069197695,
741
+ 0.00035678787658741573,
742
+ 0.0002284074850896609,
743
+ 0.0002143614913254221,
744
+ 0.00017086153173590592,
745
+ 0.00016425127765676108,
746
+ 0.00015947018844943492,
747
+ 0.0001536640650287432,
748
+ 0.00010272132384727798,
749
+ 0.00010113209666886,
750
+ 9.602544485636819e-05,
751
+ 6.819855246201677e-05,
752
+ 5.976614586125249e-05,
753
+ 4.089858280874294e-05,
754
+ 2.4088361253093212e-05,
755
+ 1.2997350290167924e-05,
756
+ 5.451713683572887e-06,
757
+ 3.891447963898105e-07,
758
+ 9.944321430921145e-16,
759
+ 3.691369285620426e-16,
760
+ 2.5982642371458786e-16,
761
+ 9.781700657490367e-19,
762
+ 6.113562910931479e-19,
763
+ 3.668137746558888e-19,
764
+ 3.668137746558888e-19,
765
+ 2.4454251643725917e-19,
766
+ 2.4454251643725917e-19
767
+ ]
768
+ },
769
+ "cv_performance": {
770
+ "prediction": {
771
+ "accuracy": 76.88888888888889,
772
+ "precision": 74.9946435312289,
773
+ "recall": 97.92626728110599,
774
+ "f1": 84.80780149897797
775
+ },
776
+ "selection": {
777
+ "precision": 0.5787198438153676,
778
+ "recall": 1.643835616438356,
779
+ "f1": 0.855944055944056,
780
+ "jaccard": 0.43152698152569186
781
+ }
782
+ }
783
+ }
p3/regress/Huntingtons_Disease/significant_genes_condition_COVID-19.json ADDED
@@ -0,0 +1,801 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "significant_genes": {
3
+ "Variable": [
4
+ "CTAG1A",
5
+ "FGF7P6",
6
+ "NDUFB11",
7
+ "CAST",
8
+ "BNIP3L",
9
+ "SLC35A3",
10
+ "RBM10",
11
+ "LMTK3",
12
+ "NIPA2",
13
+ "C15orf40",
14
+ "NEUROD2",
15
+ "IFITM2",
16
+ "ZIC1",
17
+ "MPV17L",
18
+ "USP10",
19
+ "FBXL2",
20
+ "SOX15",
21
+ "CAV1",
22
+ "GABPB1-AS1",
23
+ "SART3",
24
+ "FAM187B",
25
+ "RTF2",
26
+ "TTYH1",
27
+ "CCS",
28
+ "ZNF662",
29
+ "SKIC3",
30
+ "TTI1",
31
+ "PPM1L",
32
+ "LHCGR",
33
+ "CCP110",
34
+ "SELENOM",
35
+ "PDCL",
36
+ "ZNF552",
37
+ "MARCHF10",
38
+ "SLC43A2",
39
+ "CUTALP",
40
+ "ABLIM2",
41
+ "CYP2C19",
42
+ "FAM169A",
43
+ "STX18",
44
+ "COL11A1",
45
+ "GTPBP10",
46
+ "MGRN1",
47
+ "AHCTF1P1",
48
+ "NPEPL1",
49
+ "KLHL14",
50
+ "IGKV1-37",
51
+ "TRMT12",
52
+ "IGSF10",
53
+ "ERGIC1",
54
+ "STX12",
55
+ "FHIP1A",
56
+ "MEA1",
57
+ "TRIM48",
58
+ "ZNF528",
59
+ "RAB40C",
60
+ "GXYLT2",
61
+ "RN7SKP150",
62
+ "KDR",
63
+ "PDZD9",
64
+ "GRIK1",
65
+ "NPY",
66
+ "LAMP3",
67
+ "MLNR",
68
+ "LEMD2",
69
+ "LDOC1",
70
+ "SFRP5",
71
+ "FBXO28",
72
+ "RASSF2",
73
+ "KIF1B",
74
+ "AURKC",
75
+ "PPP1R10",
76
+ "PPP5D1P",
77
+ "COL11A2",
78
+ "PYCR3",
79
+ "EIF4A2",
80
+ "METTL21EP",
81
+ "CEP290",
82
+ "ADGRG7",
83
+ "PHYH",
84
+ "KCNJ1",
85
+ "TPTE",
86
+ "NUP35",
87
+ "RCOR1",
88
+ "FIGN",
89
+ "PTPN1",
90
+ "C17orf99",
91
+ "G3BP1",
92
+ "FCER1G",
93
+ "NEUROD1",
94
+ "L2HGDH",
95
+ "FCN2",
96
+ "MIR4691",
97
+ "MSTO2P",
98
+ "SPAG8",
99
+ "CAPN11",
100
+ "OMA1",
101
+ "CSTF1",
102
+ "ZNF843",
103
+ "PEX6",
104
+ "GNG5",
105
+ "ALKBH4",
106
+ "MIR21",
107
+ "CCR7",
108
+ "ZNF281",
109
+ "USPL1",
110
+ "FAM161A",
111
+ "GSR",
112
+ "NCBP2AS2",
113
+ "TENM4",
114
+ "CYP1B1-AS1",
115
+ "B3GNT3",
116
+ "KRTAP4-2",
117
+ "ADAMTSL1",
118
+ "HHLA2",
119
+ "CHP1",
120
+ "CGNL1",
121
+ "RAB5B",
122
+ "TMEM40",
123
+ "TTTY7B",
124
+ "ZUP1",
125
+ "TMEM262",
126
+ "RNF13",
127
+ "SCARF1",
128
+ "IL13",
129
+ "IDI2",
130
+ "SLC25A15",
131
+ "FAM181A",
132
+ "TAS2R50",
133
+ "TLL1",
134
+ "MAB21L3",
135
+ "HSD11B2",
136
+ "CRABP2",
137
+ "AQP7",
138
+ "RBAKDN",
139
+ "PDPR",
140
+ "UPK2",
141
+ "GAGE1",
142
+ "PYGB",
143
+ "ZKSCAN1",
144
+ "FAF2",
145
+ "LRP5",
146
+ "SPEF1",
147
+ "NPM1P22",
148
+ "TYMP",
149
+ "TRAJ20",
150
+ "TCF7L1",
151
+ "SELENBP1",
152
+ "FSCN2",
153
+ "KLRC4",
154
+ "PAX7",
155
+ "ZSCAN1",
156
+ "VWA5A",
157
+ "ALAS2",
158
+ "TWIST1",
159
+ "KCNK12",
160
+ "SFTA3",
161
+ "TUBB1",
162
+ "TRBV5-2",
163
+ "CTSE",
164
+ "TMEM220",
165
+ "TCF20",
166
+ "ATIC",
167
+ "RFX6",
168
+ "ZNF7",
169
+ "MTMR10",
170
+ "PTCHD4",
171
+ "IGLV1-44",
172
+ "TPGS2",
173
+ "ZNF596",
174
+ "ADIPOQ",
175
+ "SLC47A2",
176
+ "ZBTB24",
177
+ "ASXL2",
178
+ "CIMIP5",
179
+ "MRFAP1",
180
+ "CPE",
181
+ "GDA",
182
+ "DNAI1",
183
+ "SPTBN2",
184
+ "FKBP8",
185
+ "HMGA1P4",
186
+ "AP5B1",
187
+ "C1S",
188
+ "PDE6H",
189
+ "NDUFS8",
190
+ "SATB2",
191
+ "FOXA2",
192
+ "LRATD2",
193
+ "MAP1LC3B2",
194
+ "GALNT10",
195
+ "PLCE1",
196
+ "ENDOV",
197
+ "DRG1",
198
+ "ZFR",
199
+ "MIR205",
200
+ "ANKRD27",
201
+ "ZBTB33",
202
+ "TSFM",
203
+ "MMUT",
204
+ "DLX3",
205
+ "FAM20B",
206
+ "PRSS2",
207
+ "DECR1",
208
+ "ZP2",
209
+ "SUGP1",
210
+ "YEATS2",
211
+ "C3AR1",
212
+ "SLC13A1",
213
+ "XPA",
214
+ "CCDC154",
215
+ "PTPRR",
216
+ "HNRNPL",
217
+ "GJB3",
218
+ "NFATC4",
219
+ "CDCA7L",
220
+ "OR8G1",
221
+ "OR52K3P",
222
+ "RENBP",
223
+ "SNORD35B",
224
+ "OR6W1P",
225
+ "FBN3",
226
+ "SETX",
227
+ "PDE7B",
228
+ "APEX1",
229
+ "CD300LF",
230
+ "SIK2",
231
+ "KRTAP9-3",
232
+ "GCC2",
233
+ "BBS9",
234
+ "SLC39A11",
235
+ "HMGCLL1",
236
+ "ITGA11",
237
+ "WTIP",
238
+ "METTL25B",
239
+ "NARF",
240
+ "NPR2",
241
+ "NUDT11",
242
+ "NBL1",
243
+ "TEN1",
244
+ "TRIR",
245
+ "MYOZ2",
246
+ "APOBEC3C",
247
+ "XKRX",
248
+ "PRSS30P",
249
+ "DDX17",
250
+ "RPL27A",
251
+ "XAB2",
252
+ "ACOT12",
253
+ "EPHA3",
254
+ "PDE6D",
255
+ "ZNF28",
256
+ "ALLC",
257
+ "MIR7113",
258
+ "IGKV1D-37",
259
+ "CTAG1B",
260
+ "TRAV36DV7",
261
+ "TRIM49D1",
262
+ "TRIM49D2"
263
+ ],
264
+ "Coefficient": [
265
+ -0.0957218456507014,
266
+ -0.08033367664114571,
267
+ -0.07199652966912996,
268
+ 0.06610496492159033,
269
+ 0.06502734850531779,
270
+ -0.05989764499819697,
271
+ -0.05052870904646746,
272
+ 0.047768620838679735,
273
+ 0.04557755187416417,
274
+ -0.043312330723167335,
275
+ 0.0418367348853868,
276
+ 0.04161773832207998,
277
+ 0.041300675539064455,
278
+ 0.04108261402680448,
279
+ 0.03964350971875298,
280
+ -0.03926462251590632,
281
+ -0.03850166720369268,
282
+ -0.03835315601387381,
283
+ 0.03800240889330952,
284
+ 0.037884677728259875,
285
+ -0.0375012004426297,
286
+ -0.0359266955429507,
287
+ 0.03576167634726835,
288
+ -0.03444874340834698,
289
+ 0.033492527075343524,
290
+ 0.03288129393455296,
291
+ -0.03169220503773876,
292
+ 0.030652353187183227,
293
+ -0.030413134775435818,
294
+ -0.029806428681076646,
295
+ 0.029699207687151934,
296
+ 0.029544566227068674,
297
+ -0.029540791858837703,
298
+ 0.028087720152018283,
299
+ 0.027528131358634998,
300
+ 0.02731307422870659,
301
+ 0.02690176444296961,
302
+ -0.0268927059591926,
303
+ 0.026465201534885432,
304
+ -0.02640880835332956,
305
+ -0.025928695159085254,
306
+ -0.025885009420305534,
307
+ -0.02577751926522391,
308
+ 0.025726953071703917,
309
+ 0.025726453997358505,
310
+ 0.02441348716010952,
311
+ -0.0232917165812955,
312
+ 0.023086442315931772,
313
+ -0.023032893740524148,
314
+ 0.022868879961588467,
315
+ 0.022766052045845288,
316
+ -0.022579904214498528,
317
+ -0.02251624516150388,
318
+ 0.020515853104857935,
319
+ 0.020280434294798252,
320
+ 0.020191549219746217,
321
+ 0.019549554108672183,
322
+ -0.0188812020446621,
323
+ 0.018781704589982465,
324
+ -0.01864056446002084,
325
+ 0.01861773743777812,
326
+ -0.018538165141518445,
327
+ 0.01791839225313852,
328
+ 0.01760030605367942,
329
+ -0.017332241119400744,
330
+ 0.017143126058609872,
331
+ -0.01713681480494615,
332
+ -0.01701800122059013,
333
+ 0.016921105383193843,
334
+ 0.01619727120670525,
335
+ -0.01616351104859638,
336
+ 0.015986804179554823,
337
+ 0.01597086150682657,
338
+ -0.015891133805245133,
339
+ 0.01585297223038732,
340
+ 0.015758713842632183,
341
+ 0.015529071481546312,
342
+ 0.015501455279028952,
343
+ 0.015498044731485229,
344
+ 0.015441067640441059,
345
+ -0.015406214960767134,
346
+ -0.014892392258133037,
347
+ -0.014864613382251606,
348
+ -0.014387643643144475,
349
+ 0.014349790319875922,
350
+ 0.014136766323462665,
351
+ 0.013918037395289885,
352
+ 0.013798523076088968,
353
+ 0.013713968830125548,
354
+ -0.013692529637928568,
355
+ -0.013669362247696371,
356
+ 0.013273105729888005,
357
+ -0.013242738198460587,
358
+ 0.012920440379185105,
359
+ 0.012871492468999943,
360
+ -0.012458002337388386,
361
+ -0.012426900921956778,
362
+ -0.01225386673850879,
363
+ 0.012076745799934242,
364
+ 0.012051767672501811,
365
+ 0.011888140647155146,
366
+ -0.011703741984457656,
367
+ 0.011610410519255312,
368
+ 0.01153109802388891,
369
+ 0.01131509677411293,
370
+ 0.011164780780537165,
371
+ -0.01113468286436459,
372
+ -0.01112413987912157,
373
+ -0.01106467165694864,
374
+ 0.011044185024803711,
375
+ -0.01094766105049753,
376
+ 0.010944902031066095,
377
+ -0.010863545580170468,
378
+ -0.010799434512421567,
379
+ -0.010724084684916892,
380
+ 0.010357600208379666,
381
+ 0.010349123094343838,
382
+ 0.010179865097450343,
383
+ -0.010006596530174178,
384
+ -0.00997014966986113,
385
+ -0.009855059757921319,
386
+ -0.009848296033560118,
387
+ 0.009716506962274165,
388
+ 0.009319741144113096,
389
+ 0.008810377337265331,
390
+ 0.008660135328548136,
391
+ 0.00862169057344023,
392
+ -0.008404411106785472,
393
+ 0.00838835521161618,
394
+ -0.008306447889282894,
395
+ -0.008267027375028473,
396
+ -0.008179424506348716,
397
+ -0.007874849735741206,
398
+ 0.007867609312353056,
399
+ -0.007776311724803321,
400
+ 0.007765955353001372,
401
+ -0.007743176919710113,
402
+ 0.007645762238102324,
403
+ 0.007377724698435935,
404
+ 0.007295185357776308,
405
+ 0.007288132054432447,
406
+ 0.00727908510795487,
407
+ -0.006395685344899464,
408
+ -0.006229852985160558,
409
+ 0.006182370144458721,
410
+ -0.006074163007564368,
411
+ -0.006073032906614007,
412
+ 0.006007384646424403,
413
+ -0.005803856099244453,
414
+ 0.0056914100687459595,
415
+ -0.0056030100168877345,
416
+ -0.0054825345466439235,
417
+ 0.005470991973127322,
418
+ -0.005348114490878737,
419
+ -0.005299007707228599,
420
+ -0.005079543307938789,
421
+ 0.005007576518194687,
422
+ 0.004914193683426533,
423
+ 0.0048458233473592915,
424
+ 0.004624192199966727,
425
+ 0.004577612739664476,
426
+ -0.004571680909685953,
427
+ -0.004252365424242593,
428
+ -0.0042455946813265725,
429
+ -0.004239401887410552,
430
+ -0.004206230436025025,
431
+ 0.004118996637119895,
432
+ 0.004098832818871967,
433
+ 0.0039421937745309655,
434
+ 0.003929976267206521,
435
+ 0.003835570788407485,
436
+ -0.0037444911792625076,
437
+ 0.0035143842355561143,
438
+ 0.0034081307904742296,
439
+ 0.003391868387251567,
440
+ 0.003357912237204594,
441
+ -0.0033217928862507864,
442
+ -0.003275903353100395,
443
+ -0.0031233956796806388,
444
+ -0.00305005483832861,
445
+ -0.002848854410175479,
446
+ -0.002840005994009216,
447
+ -0.0028232959012835764,
448
+ -0.002808194112469543,
449
+ -0.0027944935027661793,
450
+ -0.0026787579482323424,
451
+ 0.002619402639535386,
452
+ -0.0025392252882834488,
453
+ -0.0025269973669710074,
454
+ 0.0024311665228830444,
455
+ 0.0024143687429499785,
456
+ 0.002333401261277618,
457
+ 0.0023000221310098094,
458
+ -0.0022931160543325146,
459
+ 0.0022349177520070663,
460
+ 0.0022243290269154804,
461
+ -0.002188040019582357,
462
+ -0.0021733459288473416,
463
+ 0.002126883409300187,
464
+ 0.002111871873258399,
465
+ -0.0020412660207893133,
466
+ -0.0020183422026193378,
467
+ 0.0019400756351446267,
468
+ 0.0019244656553510009,
469
+ 0.001901548578897486,
470
+ 0.0017444670570655482,
471
+ -0.0017277401148464004,
472
+ -0.0017005454004702678,
473
+ 0.0016959301459136926,
474
+ 0.0016023269259468323,
475
+ -0.001593795112508191,
476
+ -0.0015711024149473803,
477
+ -0.00131268518902258,
478
+ -0.0012520843358853188,
479
+ -0.0011314993573972145,
480
+ -0.001053467903674951,
481
+ 0.0010150916566748517,
482
+ -0.0010069174391698034,
483
+ 0.0009815993754043247,
484
+ 0.0009520956432024345,
485
+ -0.0009434850553830802,
486
+ 0.0008265440349482594,
487
+ 0.0008238546414756028,
488
+ -0.0007848882630683352,
489
+ -0.0007846043976354502,
490
+ -0.000745820389700409,
491
+ -0.0007154768828694128,
492
+ -0.0006667361614379025,
493
+ 0.0006316790331992426,
494
+ 0.0005828267494134586,
495
+ 0.0005772970223226378,
496
+ 0.0005419846229721752,
497
+ 0.0005284932978092784,
498
+ 0.0005151821145803451,
499
+ -0.0004917515683984572,
500
+ 0.00044364734661669875,
501
+ -0.0004289921572784461,
502
+ -0.00036042835169511404,
503
+ 0.00035796024226682807,
504
+ 0.00034784041209065086,
505
+ -0.00034180352095434797,
506
+ 0.0003268461059073034,
507
+ 0.0002826181776680767,
508
+ -0.0002658958385325242,
509
+ -0.00024863697991941915,
510
+ 0.00024180036652470064,
511
+ 0.00023700311653730927,
512
+ -0.00020758483962523115,
513
+ -0.00018392074688045493,
514
+ -0.00017707096754406964,
515
+ -9.637748618732548e-05,
516
+ 2.344466846775273e-05,
517
+ -1.649219037723942e-05,
518
+ -1.2534264141042908e-05,
519
+ -9.505367613916266e-16,
520
+ -2.502892655735347e-16,
521
+ -2.0345937367579957e-16,
522
+ 4.560717931554883e-17,
523
+ 2.4454251643725917e-19
524
+ ],
525
+ "Absolute Coefficient": [
526
+ 0.0957218456507014,
527
+ 0.08033367664114571,
528
+ 0.07199652966912996,
529
+ 0.06610496492159033,
530
+ 0.06502734850531779,
531
+ 0.05989764499819697,
532
+ 0.05052870904646746,
533
+ 0.047768620838679735,
534
+ 0.04557755187416417,
535
+ 0.043312330723167335,
536
+ 0.0418367348853868,
537
+ 0.04161773832207998,
538
+ 0.041300675539064455,
539
+ 0.04108261402680448,
540
+ 0.03964350971875298,
541
+ 0.03926462251590632,
542
+ 0.03850166720369268,
543
+ 0.03835315601387381,
544
+ 0.03800240889330952,
545
+ 0.037884677728259875,
546
+ 0.0375012004426297,
547
+ 0.0359266955429507,
548
+ 0.03576167634726835,
549
+ 0.03444874340834698,
550
+ 0.033492527075343524,
551
+ 0.03288129393455296,
552
+ 0.03169220503773876,
553
+ 0.030652353187183227,
554
+ 0.030413134775435818,
555
+ 0.029806428681076646,
556
+ 0.029699207687151934,
557
+ 0.029544566227068674,
558
+ 0.029540791858837703,
559
+ 0.028087720152018283,
560
+ 0.027528131358634998,
561
+ 0.02731307422870659,
562
+ 0.02690176444296961,
563
+ 0.0268927059591926,
564
+ 0.026465201534885432,
565
+ 0.02640880835332956,
566
+ 0.025928695159085254,
567
+ 0.025885009420305534,
568
+ 0.02577751926522391,
569
+ 0.025726953071703917,
570
+ 0.025726453997358505,
571
+ 0.02441348716010952,
572
+ 0.0232917165812955,
573
+ 0.023086442315931772,
574
+ 0.023032893740524148,
575
+ 0.022868879961588467,
576
+ 0.022766052045845288,
577
+ 0.022579904214498528,
578
+ 0.02251624516150388,
579
+ 0.020515853104857935,
580
+ 0.020280434294798252,
581
+ 0.020191549219746217,
582
+ 0.019549554108672183,
583
+ 0.0188812020446621,
584
+ 0.018781704589982465,
585
+ 0.01864056446002084,
586
+ 0.01861773743777812,
587
+ 0.018538165141518445,
588
+ 0.01791839225313852,
589
+ 0.01760030605367942,
590
+ 0.017332241119400744,
591
+ 0.017143126058609872,
592
+ 0.01713681480494615,
593
+ 0.01701800122059013,
594
+ 0.016921105383193843,
595
+ 0.01619727120670525,
596
+ 0.01616351104859638,
597
+ 0.015986804179554823,
598
+ 0.01597086150682657,
599
+ 0.015891133805245133,
600
+ 0.01585297223038732,
601
+ 0.015758713842632183,
602
+ 0.015529071481546312,
603
+ 0.015501455279028952,
604
+ 0.015498044731485229,
605
+ 0.015441067640441059,
606
+ 0.015406214960767134,
607
+ 0.014892392258133037,
608
+ 0.014864613382251606,
609
+ 0.014387643643144475,
610
+ 0.014349790319875922,
611
+ 0.014136766323462665,
612
+ 0.013918037395289885,
613
+ 0.013798523076088968,
614
+ 0.013713968830125548,
615
+ 0.013692529637928568,
616
+ 0.013669362247696371,
617
+ 0.013273105729888005,
618
+ 0.013242738198460587,
619
+ 0.012920440379185105,
620
+ 0.012871492468999943,
621
+ 0.012458002337388386,
622
+ 0.012426900921956778,
623
+ 0.01225386673850879,
624
+ 0.012076745799934242,
625
+ 0.012051767672501811,
626
+ 0.011888140647155146,
627
+ 0.011703741984457656,
628
+ 0.011610410519255312,
629
+ 0.01153109802388891,
630
+ 0.01131509677411293,
631
+ 0.011164780780537165,
632
+ 0.01113468286436459,
633
+ 0.01112413987912157,
634
+ 0.01106467165694864,
635
+ 0.011044185024803711,
636
+ 0.01094766105049753,
637
+ 0.010944902031066095,
638
+ 0.010863545580170468,
639
+ 0.010799434512421567,
640
+ 0.010724084684916892,
641
+ 0.010357600208379666,
642
+ 0.010349123094343838,
643
+ 0.010179865097450343,
644
+ 0.010006596530174178,
645
+ 0.00997014966986113,
646
+ 0.009855059757921319,
647
+ 0.009848296033560118,
648
+ 0.009716506962274165,
649
+ 0.009319741144113096,
650
+ 0.008810377337265331,
651
+ 0.008660135328548136,
652
+ 0.00862169057344023,
653
+ 0.008404411106785472,
654
+ 0.00838835521161618,
655
+ 0.008306447889282894,
656
+ 0.008267027375028473,
657
+ 0.008179424506348716,
658
+ 0.007874849735741206,
659
+ 0.007867609312353056,
660
+ 0.007776311724803321,
661
+ 0.007765955353001372,
662
+ 0.007743176919710113,
663
+ 0.007645762238102324,
664
+ 0.007377724698435935,
665
+ 0.007295185357776308,
666
+ 0.007288132054432447,
667
+ 0.00727908510795487,
668
+ 0.006395685344899464,
669
+ 0.006229852985160558,
670
+ 0.006182370144458721,
671
+ 0.006074163007564368,
672
+ 0.006073032906614007,
673
+ 0.006007384646424403,
674
+ 0.005803856099244453,
675
+ 0.0056914100687459595,
676
+ 0.0056030100168877345,
677
+ 0.0054825345466439235,
678
+ 0.005470991973127322,
679
+ 0.005348114490878737,
680
+ 0.005299007707228599,
681
+ 0.005079543307938789,
682
+ 0.005007576518194687,
683
+ 0.004914193683426533,
684
+ 0.0048458233473592915,
685
+ 0.004624192199966727,
686
+ 0.004577612739664476,
687
+ 0.004571680909685953,
688
+ 0.004252365424242593,
689
+ 0.0042455946813265725,
690
+ 0.004239401887410552,
691
+ 0.004206230436025025,
692
+ 0.004118996637119895,
693
+ 0.004098832818871967,
694
+ 0.0039421937745309655,
695
+ 0.003929976267206521,
696
+ 0.003835570788407485,
697
+ 0.0037444911792625076,
698
+ 0.0035143842355561143,
699
+ 0.0034081307904742296,
700
+ 0.003391868387251567,
701
+ 0.003357912237204594,
702
+ 0.0033217928862507864,
703
+ 0.003275903353100395,
704
+ 0.0031233956796806388,
705
+ 0.00305005483832861,
706
+ 0.002848854410175479,
707
+ 0.002840005994009216,
708
+ 0.0028232959012835764,
709
+ 0.002808194112469543,
710
+ 0.0027944935027661793,
711
+ 0.0026787579482323424,
712
+ 0.002619402639535386,
713
+ 0.0025392252882834488,
714
+ 0.0025269973669710074,
715
+ 0.0024311665228830444,
716
+ 0.0024143687429499785,
717
+ 0.002333401261277618,
718
+ 0.0023000221310098094,
719
+ 0.0022931160543325146,
720
+ 0.0022349177520070663,
721
+ 0.0022243290269154804,
722
+ 0.002188040019582357,
723
+ 0.0021733459288473416,
724
+ 0.002126883409300187,
725
+ 0.002111871873258399,
726
+ 0.0020412660207893133,
727
+ 0.0020183422026193378,
728
+ 0.0019400756351446267,
729
+ 0.0019244656553510009,
730
+ 0.001901548578897486,
731
+ 0.0017444670570655482,
732
+ 0.0017277401148464004,
733
+ 0.0017005454004702678,
734
+ 0.0016959301459136926,
735
+ 0.0016023269259468323,
736
+ 0.001593795112508191,
737
+ 0.0015711024149473803,
738
+ 0.00131268518902258,
739
+ 0.0012520843358853188,
740
+ 0.0011314993573972145,
741
+ 0.001053467903674951,
742
+ 0.0010150916566748517,
743
+ 0.0010069174391698034,
744
+ 0.0009815993754043247,
745
+ 0.0009520956432024345,
746
+ 0.0009434850553830802,
747
+ 0.0008265440349482594,
748
+ 0.0008238546414756028,
749
+ 0.0007848882630683352,
750
+ 0.0007846043976354502,
751
+ 0.000745820389700409,
752
+ 0.0007154768828694128,
753
+ 0.0006667361614379025,
754
+ 0.0006316790331992426,
755
+ 0.0005828267494134586,
756
+ 0.0005772970223226378,
757
+ 0.0005419846229721752,
758
+ 0.0005284932978092784,
759
+ 0.0005151821145803451,
760
+ 0.0004917515683984572,
761
+ 0.00044364734661669875,
762
+ 0.0004289921572784461,
763
+ 0.00036042835169511404,
764
+ 0.00035796024226682807,
765
+ 0.00034784041209065086,
766
+ 0.00034180352095434797,
767
+ 0.0003268461059073034,
768
+ 0.0002826181776680767,
769
+ 0.0002658958385325242,
770
+ 0.00024863697991941915,
771
+ 0.00024180036652470064,
772
+ 0.00023700311653730927,
773
+ 0.00020758483962523115,
774
+ 0.00018392074688045493,
775
+ 0.00017707096754406964,
776
+ 9.637748618732548e-05,
777
+ 2.344466846775273e-05,
778
+ 1.649219037723942e-05,
779
+ 1.2534264141042908e-05,
780
+ 9.505367613916266e-16,
781
+ 2.502892655735347e-16,
782
+ 2.0345937367579957e-16,
783
+ 4.560717931554883e-17,
784
+ 2.4454251643725917e-19
785
+ ]
786
+ },
787
+ "cv_performance": {
788
+ "prediction": {
789
+ "accuracy": 76.88888888888889,
790
+ "precision": 74.9014979308737,
791
+ "recall": 98.6405529953917,
792
+ "f1": 84.96318756644844
793
+ },
794
+ "selection": {
795
+ "precision": 0.6755605721655209,
796
+ "recall": 1.917808219178082,
797
+ "f1": 0.9991136597001951,
798
+ "jaccard": 0.5039052133590274
799
+ }
800
+ }
801
+ }
p3/regress/Huntingtons_Disease/significant_genes_condition_Chronic_kidney_disease.json ADDED
@@ -0,0 +1,783 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "significant_genes": {
3
+ "Variable": [
4
+ "CTAG1A",
5
+ "FGF7P6",
6
+ "BNIP3L",
7
+ "NDUFB11",
8
+ "CAST",
9
+ "SLC35A3",
10
+ "RBM10",
11
+ "LMTK3",
12
+ "NIPA2",
13
+ "NEUROD2",
14
+ "ZIC1",
15
+ "C15orf40",
16
+ "IFITM2",
17
+ "MPV17L",
18
+ "GABPB1-AS1",
19
+ "USP10",
20
+ "SOX15",
21
+ "FAM187B",
22
+ "SART3",
23
+ "FBXL2",
24
+ "CAV1",
25
+ "CCS",
26
+ "RTF2",
27
+ "ZNF662",
28
+ "TTYH1",
29
+ "PDCL",
30
+ "SKIC3",
31
+ "TTI1",
32
+ "MARCHF10",
33
+ "SELENOM",
34
+ "LHCGR",
35
+ "PPM1L",
36
+ "CCP110",
37
+ "IGKV1-37",
38
+ "ZNF552",
39
+ "CYP2C19",
40
+ "NPEPL1",
41
+ "SLC43A2",
42
+ "GTPBP10",
43
+ "MEA1",
44
+ "CUTALP",
45
+ "KLHL14",
46
+ "COL11A1",
47
+ "ABLIM2",
48
+ "FHIP1A",
49
+ "MGRN1",
50
+ "STX18",
51
+ "AHCTF1P1",
52
+ "IGSF10",
53
+ "FAM169A",
54
+ "NPY",
55
+ "ZNF528",
56
+ "STX12",
57
+ "KDR",
58
+ "GRIK1",
59
+ "GXYLT2",
60
+ "LEMD2",
61
+ "LDOC1",
62
+ "ERGIC1",
63
+ "RN7SKP150",
64
+ "SFRP5",
65
+ "FBXO28",
66
+ "TRMT12",
67
+ "MSTO2P",
68
+ "EIF4A2",
69
+ "TRIM48",
70
+ "MLNR",
71
+ "PPP5D1P",
72
+ "OMA1",
73
+ "RASSF2",
74
+ "LAMP3",
75
+ "KIF1B",
76
+ "RAB40C",
77
+ "FIGN",
78
+ "AURKC",
79
+ "PTPN1",
80
+ "ADGRG7",
81
+ "PYCR3",
82
+ "L2HGDH",
83
+ "KCNJ1",
84
+ "PDZD9",
85
+ "TPTE",
86
+ "ALKBH4",
87
+ "CEP290",
88
+ "TENM4",
89
+ "NEUROD1",
90
+ "CAPN11",
91
+ "COL11A2",
92
+ "ZNF843",
93
+ "C17orf99",
94
+ "METTL21EP",
95
+ "CSTF1",
96
+ "TMEM40",
97
+ "ZUP1",
98
+ "MIR21",
99
+ "PPP1R10",
100
+ "SLC25A15",
101
+ "HHLA2",
102
+ "SPAG8",
103
+ "GNG5",
104
+ "NUP35",
105
+ "TTTY7B",
106
+ "CCR7",
107
+ "PHYH",
108
+ "PDPR",
109
+ "CGNL1",
110
+ "FCN2",
111
+ "RNF13",
112
+ "G3BP1",
113
+ "GSR",
114
+ "MIR4691",
115
+ "MAB21L3",
116
+ "PEX6",
117
+ "NPM1P22",
118
+ "B3GNT3",
119
+ "PYGB",
120
+ "KRTAP4-2",
121
+ "ADAMTSL1",
122
+ "USPL1",
123
+ "AQP7",
124
+ "HSD11B2",
125
+ "CYP1B1-AS1",
126
+ "CHP1",
127
+ "RCOR1",
128
+ "LRP5",
129
+ "TLL1",
130
+ "FAF2",
131
+ "IL13",
132
+ "TRBV5-2",
133
+ "FAM161A",
134
+ "FAM181A",
135
+ "NCBP2AS2",
136
+ "FCER1G",
137
+ "ZKSCAN1",
138
+ "ZBTB24",
139
+ "UPK2",
140
+ "SCARF1",
141
+ "CRABP2",
142
+ "ZSCAN1",
143
+ "GAGE1",
144
+ "TRAJ20",
145
+ "TMEM262",
146
+ "ADIPOQ",
147
+ "TCF7L1",
148
+ "TUBB1",
149
+ "FSCN2",
150
+ "MTMR10",
151
+ "KLRC4",
152
+ "KCNK12",
153
+ "ZNF281",
154
+ "PAX7",
155
+ "CDCA7L",
156
+ "ZNF596",
157
+ "CTSE",
158
+ "MMUT",
159
+ "SPTBN2",
160
+ "TCF20",
161
+ "SFTA3",
162
+ "SPEF1",
163
+ "ZFR",
164
+ "RAB5B",
165
+ "IGLV1-44",
166
+ "IDI2",
167
+ "MIR205",
168
+ "ZNF7",
169
+ "DRG1",
170
+ "TAS2R50",
171
+ "RFX6",
172
+ "CIMIP5",
173
+ "C3AR1",
174
+ "SATB2",
175
+ "NDUFS8",
176
+ "ALAS2",
177
+ "MRFAP1",
178
+ "FAM20B",
179
+ "PTCHD4",
180
+ "RBAKDN",
181
+ "TPGS2",
182
+ "MAP1LC3B2",
183
+ "ATIC",
184
+ "DNAI1",
185
+ "BBS9",
186
+ "C1S",
187
+ "TMEM220",
188
+ "FBN3",
189
+ "TWIST1",
190
+ "TYMP",
191
+ "XPA",
192
+ "YEATS2",
193
+ "CPE",
194
+ "AP5B1",
195
+ "SLC39A11",
196
+ "NARF",
197
+ "FOXA2",
198
+ "VWA5A",
199
+ "SLC47A2",
200
+ "SELENBP1",
201
+ "PRSS2",
202
+ "SIK2",
203
+ "GDA",
204
+ "ALLC",
205
+ "ZGLP1",
206
+ "SYNPO2L",
207
+ "PTPRR",
208
+ "NFATC4",
209
+ "ZBTB33",
210
+ "GALNT10",
211
+ "GJB3",
212
+ "HMGA1P4",
213
+ "RENBP",
214
+ "ACVRL1",
215
+ "SRSF5",
216
+ "DLX3",
217
+ "OR52K3P",
218
+ "TSFM",
219
+ "SUGP1",
220
+ "DDX17",
221
+ "LRATD2",
222
+ "NBL1",
223
+ "CCDC154",
224
+ "XG",
225
+ "XAB2",
226
+ "FKBP8",
227
+ "IGLV6-57",
228
+ "SLC13A1",
229
+ "XKRX",
230
+ "PDE6H",
231
+ "PRSS30P",
232
+ "GCC2",
233
+ "PDE7B",
234
+ "IMMT",
235
+ "ENDOV",
236
+ "KRTAP9-3",
237
+ "APEX1",
238
+ "DECR1",
239
+ "OR6W1P",
240
+ "PGAP6",
241
+ "CLINT1",
242
+ "CD300LF",
243
+ "ZNF28",
244
+ "TMEM92",
245
+ "YPEL5",
246
+ "ITGA11",
247
+ "APOBEC3C",
248
+ "PFDN4",
249
+ "SNHG10",
250
+ "MIR7113",
251
+ "ACOT12",
252
+ "EPHA3",
253
+ "MYOZ2",
254
+ "IGKV1D-37",
255
+ "CTAG1B",
256
+ "TRAV36DV7"
257
+ ],
258
+ "Coefficient": [
259
+ -0.09285029137483665,
260
+ -0.0789520928457663,
261
+ 0.07446934852130224,
262
+ -0.07325406847548359,
263
+ 0.06651980947977505,
264
+ -0.05473177031100286,
265
+ -0.05428266520847535,
266
+ 0.04626368877293167,
267
+ 0.04510348778199048,
268
+ 0.04214116928895971,
269
+ 0.042020496709561504,
270
+ -0.04122384177563056,
271
+ 0.039599356411879186,
272
+ 0.03872395435525603,
273
+ 0.03866322015619647,
274
+ 0.03809615915383505,
275
+ -0.037942738786280905,
276
+ -0.037474968918499975,
277
+ 0.03724789791159965,
278
+ -0.037082481505129605,
279
+ -0.036984048046855386,
280
+ -0.03592488306483042,
281
+ -0.03469086622581563,
282
+ 0.03442446679967455,
283
+ 0.03401904758749395,
284
+ 0.03356293842189297,
285
+ 0.031599334548627886,
286
+ -0.031342626691360814,
287
+ 0.0298543051176595,
288
+ 0.029612015931923762,
289
+ -0.029133115252563062,
290
+ 0.028377461100749058,
291
+ -0.028137460964795975,
292
+ -0.027488979831051613,
293
+ -0.027227077898154685,
294
+ -0.027155153170018452,
295
+ 0.027124482803574115,
296
+ 0.02694547297623888,
297
+ -0.02681523593438918,
298
+ -0.02649330629589097,
299
+ 0.026026488245263362,
300
+ 0.025130384189154573,
301
+ -0.024724997242438457,
302
+ 0.024644320217279102,
303
+ -0.024525274829890094,
304
+ -0.024418106482788245,
305
+ -0.023936997745688315,
306
+ 0.023232952796640123,
307
+ -0.022359012201845274,
308
+ 0.022272878397108408,
309
+ -0.02175678420573955,
310
+ 0.021721224554232955,
311
+ 0.021710473342457702,
312
+ 0.020649728712716427,
313
+ 0.02054694923618592,
314
+ 0.01978967196710365,
315
+ -0.019575397968644923,
316
+ 0.019344746995502805,
317
+ 0.018909427177250814,
318
+ -0.018583273696444826,
319
+ -0.018421658941485373,
320
+ -0.01807640010010649,
321
+ 0.01771668967849564,
322
+ 0.01745616852142526,
323
+ 0.01740713322552398,
324
+ 0.017371010856528733,
325
+ 0.01735806520284183,
326
+ 0.017317934432984277,
327
+ -0.016876744625957885,
328
+ 0.016686155361761545,
329
+ 0.01653859332453824,
330
+ 0.016425332929919188,
331
+ 0.01635867203360655,
332
+ 0.01619469167244929,
333
+ -0.016182227485279074,
334
+ 0.016166613496948385,
335
+ 0.015571080226757034,
336
+ 0.015513343971447607,
337
+ -0.01543563550557005,
338
+ -0.015435520936113832,
339
+ -0.015347095985946982,
340
+ -0.015299175746100981,
341
+ -0.015174823339544254,
342
+ 0.014748930880707641,
343
+ 0.014718614292223238,
344
+ -0.014666657256557155,
345
+ -0.014587040313320164,
346
+ -0.014462702329502978,
347
+ 0.014449121431426485,
348
+ 0.014137301080693058,
349
+ 0.013790296463609112,
350
+ -0.013719392964644932,
351
+ -0.013662202481766706,
352
+ -0.013579839417306843,
353
+ 0.013330770629067193,
354
+ 0.012958728126436798,
355
+ 0.012890773376757916,
356
+ -0.012868626241950735,
357
+ 0.01278408530195106,
358
+ 0.01261132367447384,
359
+ -0.012364265049685417,
360
+ -0.012230585313738426,
361
+ 0.011357651144969947,
362
+ 0.011217022413724928,
363
+ 0.01100148196973088,
364
+ 0.01075780496994525,
365
+ 0.010645982879411982,
366
+ 0.010325140506186648,
367
+ 0.010319637558614925,
368
+ -0.010132833468000136,
369
+ -0.010095023318990055,
370
+ -0.010078203323464954,
371
+ 0.010065104868391433,
372
+ -0.010019283914256162,
373
+ 0.009985814556990408,
374
+ 0.009824475915857523,
375
+ -0.009767275827914977,
376
+ -0.009680647713453297,
377
+ 0.00962693077044892,
378
+ 0.009566024162477826,
379
+ -0.009293214656644589,
380
+ -0.009271208415325638,
381
+ 0.009184231473134226,
382
+ -0.00900737539043161,
383
+ 0.008742154185816914,
384
+ -0.008708675912536679,
385
+ 0.008658212857510592,
386
+ 0.008606271992959474,
387
+ 0.00847326957460076,
388
+ -0.00841110781921466,
389
+ -0.008335005769205848,
390
+ -0.008094197818447595,
391
+ 0.008062214339752911,
392
+ 0.00781361891789288,
393
+ 0.00770512533248533,
394
+ -0.007562623431560479,
395
+ 0.007491135473138942,
396
+ -0.00745916553984915,
397
+ -0.007353668826924137,
398
+ 0.006944844368445308,
399
+ -0.006794598545469733,
400
+ -0.006743329278167388,
401
+ 0.00666945893247474,
402
+ -0.006457090552924652,
403
+ 0.006399534035069819,
404
+ -0.006107054499230464,
405
+ -0.00606371976905032,
406
+ 0.00596286165866235,
407
+ -0.0058911093529724875,
408
+ 0.0058879680351410545,
409
+ -0.00588614662074685,
410
+ -0.005870133279312137,
411
+ 0.00564354374685321,
412
+ 0.005637668672781148,
413
+ 0.005460979630953928,
414
+ -0.005453449378753658,
415
+ -0.005340329831369805,
416
+ 0.005321489769814134,
417
+ -0.005319185487714286,
418
+ 0.00517894936009577,
419
+ 0.005100161144510413,
420
+ 0.004998834031799719,
421
+ 0.004997950873136751,
422
+ 0.004764408358629093,
423
+ -0.0047421804486936356,
424
+ -0.004638249822755975,
425
+ 0.004471356358856165,
426
+ -0.0043506314533129035,
427
+ 0.004291618060853521,
428
+ -0.004147292441149132,
429
+ 0.004128141446975837,
430
+ -0.004121618143742143,
431
+ -0.004001254355179773,
432
+ 0.00399759258769137,
433
+ -0.003935009749290806,
434
+ 0.0039041483817579266,
435
+ -0.0037853075814766,
436
+ 0.0036813486785278685,
437
+ 0.0033910591331890003,
438
+ -0.0033114272913253064,
439
+ -0.0032996532964932085,
440
+ 0.003286351176025756,
441
+ -0.0031573308718533576,
442
+ 0.003008732529672558,
443
+ 0.002998298763808917,
444
+ -0.002899373027251667,
445
+ 0.0027521236833866597,
446
+ 0.0027468456247765703,
447
+ -0.0027152611802622175,
448
+ -0.0026965990200512996,
449
+ -0.002677537769551087,
450
+ 0.0026104124932343304,
451
+ 0.0024664749920782,
452
+ -0.0024593664728696425,
453
+ 0.0024429970709515902,
454
+ -0.0023426351274536063,
455
+ 0.0023378933152987907,
456
+ 0.0023049647547188864,
457
+ -0.002297463185315397,
458
+ -0.0022200812282404192,
459
+ -0.0020911928782036617,
460
+ 0.0020903888076925594,
461
+ 0.002048423563572441,
462
+ -0.00197290332058131,
463
+ -0.001871759815713691,
464
+ -0.0017877603765221082,
465
+ 0.0017818829844734902,
466
+ -0.0016159580746192383,
467
+ -0.0015666550266137667,
468
+ 0.0015017396955233704,
469
+ -0.0014546194738435415,
470
+ -0.0014451839911326179,
471
+ -0.00139422493961588,
472
+ -0.0013648424188989247,
473
+ 0.001292909856809872,
474
+ 0.0012606650793483198,
475
+ 0.001156956013319083,
476
+ -0.0011473343817003767,
477
+ 0.001107204394981841,
478
+ -0.0010380943659417008,
479
+ -0.0009880157269625833,
480
+ -0.0008853400365861723,
481
+ -0.0008213972499880688,
482
+ 0.0008140529047309729,
483
+ 0.0007685558230620342,
484
+ -0.0007217105144184622,
485
+ -0.0006932723077477722,
486
+ -0.0006217032905787909,
487
+ 0.0006083473672354763,
488
+ -0.0006007710277460889,
489
+ 0.0005160466629173455,
490
+ 0.0005080300473013272,
491
+ -0.0004113240953388319,
492
+ -0.00037038086668563755,
493
+ 0.00036835729550460715,
494
+ -0.0002971040313870515,
495
+ 0.00027393358805973163,
496
+ 0.0002495683661794738,
497
+ -0.00021430733768272177,
498
+ 0.00013825061032360752,
499
+ -7.810782192263842e-05,
500
+ 4.148425013959355e-05,
501
+ 3.6574277568563036e-05,
502
+ 3.612745845904579e-05,
503
+ -1.6152047513531965e-05,
504
+ 1.2613548262066226e-05,
505
+ -1.0449951846251221e-05,
506
+ -5.594082814957757e-06,
507
+ -2.10932918289755e-06,
508
+ 1.4076768544841242e-07,
509
+ -8.576106051454681e-16,
510
+ -2.1666466956341161e-16,
511
+ -1.2862936364599828e-16
512
+ ],
513
+ "Absolute Coefficient": [
514
+ 0.09285029137483665,
515
+ 0.0789520928457663,
516
+ 0.07446934852130224,
517
+ 0.07325406847548359,
518
+ 0.06651980947977505,
519
+ 0.05473177031100286,
520
+ 0.05428266520847535,
521
+ 0.04626368877293167,
522
+ 0.04510348778199048,
523
+ 0.04214116928895971,
524
+ 0.042020496709561504,
525
+ 0.04122384177563056,
526
+ 0.039599356411879186,
527
+ 0.03872395435525603,
528
+ 0.03866322015619647,
529
+ 0.03809615915383505,
530
+ 0.037942738786280905,
531
+ 0.037474968918499975,
532
+ 0.03724789791159965,
533
+ 0.037082481505129605,
534
+ 0.036984048046855386,
535
+ 0.03592488306483042,
536
+ 0.03469086622581563,
537
+ 0.03442446679967455,
538
+ 0.03401904758749395,
539
+ 0.03356293842189297,
540
+ 0.031599334548627886,
541
+ 0.031342626691360814,
542
+ 0.0298543051176595,
543
+ 0.029612015931923762,
544
+ 0.029133115252563062,
545
+ 0.028377461100749058,
546
+ 0.028137460964795975,
547
+ 0.027488979831051613,
548
+ 0.027227077898154685,
549
+ 0.027155153170018452,
550
+ 0.027124482803574115,
551
+ 0.02694547297623888,
552
+ 0.02681523593438918,
553
+ 0.02649330629589097,
554
+ 0.026026488245263362,
555
+ 0.025130384189154573,
556
+ 0.024724997242438457,
557
+ 0.024644320217279102,
558
+ 0.024525274829890094,
559
+ 0.024418106482788245,
560
+ 0.023936997745688315,
561
+ 0.023232952796640123,
562
+ 0.022359012201845274,
563
+ 0.022272878397108408,
564
+ 0.02175678420573955,
565
+ 0.021721224554232955,
566
+ 0.021710473342457702,
567
+ 0.020649728712716427,
568
+ 0.02054694923618592,
569
+ 0.01978967196710365,
570
+ 0.019575397968644923,
571
+ 0.019344746995502805,
572
+ 0.018909427177250814,
573
+ 0.018583273696444826,
574
+ 0.018421658941485373,
575
+ 0.01807640010010649,
576
+ 0.01771668967849564,
577
+ 0.01745616852142526,
578
+ 0.01740713322552398,
579
+ 0.017371010856528733,
580
+ 0.01735806520284183,
581
+ 0.017317934432984277,
582
+ 0.016876744625957885,
583
+ 0.016686155361761545,
584
+ 0.01653859332453824,
585
+ 0.016425332929919188,
586
+ 0.01635867203360655,
587
+ 0.01619469167244929,
588
+ 0.016182227485279074,
589
+ 0.016166613496948385,
590
+ 0.015571080226757034,
591
+ 0.015513343971447607,
592
+ 0.01543563550557005,
593
+ 0.015435520936113832,
594
+ 0.015347095985946982,
595
+ 0.015299175746100981,
596
+ 0.015174823339544254,
597
+ 0.014748930880707641,
598
+ 0.014718614292223238,
599
+ 0.014666657256557155,
600
+ 0.014587040313320164,
601
+ 0.014462702329502978,
602
+ 0.014449121431426485,
603
+ 0.014137301080693058,
604
+ 0.013790296463609112,
605
+ 0.013719392964644932,
606
+ 0.013662202481766706,
607
+ 0.013579839417306843,
608
+ 0.013330770629067193,
609
+ 0.012958728126436798,
610
+ 0.012890773376757916,
611
+ 0.012868626241950735,
612
+ 0.01278408530195106,
613
+ 0.01261132367447384,
614
+ 0.012364265049685417,
615
+ 0.012230585313738426,
616
+ 0.011357651144969947,
617
+ 0.011217022413724928,
618
+ 0.01100148196973088,
619
+ 0.01075780496994525,
620
+ 0.010645982879411982,
621
+ 0.010325140506186648,
622
+ 0.010319637558614925,
623
+ 0.010132833468000136,
624
+ 0.010095023318990055,
625
+ 0.010078203323464954,
626
+ 0.010065104868391433,
627
+ 0.010019283914256162,
628
+ 0.009985814556990408,
629
+ 0.009824475915857523,
630
+ 0.009767275827914977,
631
+ 0.009680647713453297,
632
+ 0.00962693077044892,
633
+ 0.009566024162477826,
634
+ 0.009293214656644589,
635
+ 0.009271208415325638,
636
+ 0.009184231473134226,
637
+ 0.00900737539043161,
638
+ 0.008742154185816914,
639
+ 0.008708675912536679,
640
+ 0.008658212857510592,
641
+ 0.008606271992959474,
642
+ 0.00847326957460076,
643
+ 0.00841110781921466,
644
+ 0.008335005769205848,
645
+ 0.008094197818447595,
646
+ 0.008062214339752911,
647
+ 0.00781361891789288,
648
+ 0.00770512533248533,
649
+ 0.007562623431560479,
650
+ 0.007491135473138942,
651
+ 0.00745916553984915,
652
+ 0.007353668826924137,
653
+ 0.006944844368445308,
654
+ 0.006794598545469733,
655
+ 0.006743329278167388,
656
+ 0.00666945893247474,
657
+ 0.006457090552924652,
658
+ 0.006399534035069819,
659
+ 0.006107054499230464,
660
+ 0.00606371976905032,
661
+ 0.00596286165866235,
662
+ 0.0058911093529724875,
663
+ 0.0058879680351410545,
664
+ 0.00588614662074685,
665
+ 0.005870133279312137,
666
+ 0.00564354374685321,
667
+ 0.005637668672781148,
668
+ 0.005460979630953928,
669
+ 0.005453449378753658,
670
+ 0.005340329831369805,
671
+ 0.005321489769814134,
672
+ 0.005319185487714286,
673
+ 0.00517894936009577,
674
+ 0.005100161144510413,
675
+ 0.004998834031799719,
676
+ 0.004997950873136751,
677
+ 0.004764408358629093,
678
+ 0.0047421804486936356,
679
+ 0.004638249822755975,
680
+ 0.004471356358856165,
681
+ 0.0043506314533129035,
682
+ 0.004291618060853521,
683
+ 0.004147292441149132,
684
+ 0.004128141446975837,
685
+ 0.004121618143742143,
686
+ 0.004001254355179773,
687
+ 0.00399759258769137,
688
+ 0.003935009749290806,
689
+ 0.0039041483817579266,
690
+ 0.0037853075814766,
691
+ 0.0036813486785278685,
692
+ 0.0033910591331890003,
693
+ 0.0033114272913253064,
694
+ 0.0032996532964932085,
695
+ 0.003286351176025756,
696
+ 0.0031573308718533576,
697
+ 0.003008732529672558,
698
+ 0.002998298763808917,
699
+ 0.002899373027251667,
700
+ 0.0027521236833866597,
701
+ 0.0027468456247765703,
702
+ 0.0027152611802622175,
703
+ 0.0026965990200512996,
704
+ 0.002677537769551087,
705
+ 0.0026104124932343304,
706
+ 0.0024664749920782,
707
+ 0.0024593664728696425,
708
+ 0.0024429970709515902,
709
+ 0.0023426351274536063,
710
+ 0.0023378933152987907,
711
+ 0.0023049647547188864,
712
+ 0.002297463185315397,
713
+ 0.0022200812282404192,
714
+ 0.0020911928782036617,
715
+ 0.0020903888076925594,
716
+ 0.002048423563572441,
717
+ 0.00197290332058131,
718
+ 0.001871759815713691,
719
+ 0.0017877603765221082,
720
+ 0.0017818829844734902,
721
+ 0.0016159580746192383,
722
+ 0.0015666550266137667,
723
+ 0.0015017396955233704,
724
+ 0.0014546194738435415,
725
+ 0.0014451839911326179,
726
+ 0.00139422493961588,
727
+ 0.0013648424188989247,
728
+ 0.001292909856809872,
729
+ 0.0012606650793483198,
730
+ 0.001156956013319083,
731
+ 0.0011473343817003767,
732
+ 0.001107204394981841,
733
+ 0.0010380943659417008,
734
+ 0.0009880157269625833,
735
+ 0.0008853400365861723,
736
+ 0.0008213972499880688,
737
+ 0.0008140529047309729,
738
+ 0.0007685558230620342,
739
+ 0.0007217105144184622,
740
+ 0.0006932723077477722,
741
+ 0.0006217032905787909,
742
+ 0.0006083473672354763,
743
+ 0.0006007710277460889,
744
+ 0.0005160466629173455,
745
+ 0.0005080300473013272,
746
+ 0.0004113240953388319,
747
+ 0.00037038086668563755,
748
+ 0.00036835729550460715,
749
+ 0.0002971040313870515,
750
+ 0.00027393358805973163,
751
+ 0.0002495683661794738,
752
+ 0.00021430733768272177,
753
+ 0.00013825061032360752,
754
+ 7.810782192263842e-05,
755
+ 4.148425013959355e-05,
756
+ 3.6574277568563036e-05,
757
+ 3.612745845904579e-05,
758
+ 1.6152047513531965e-05,
759
+ 1.2613548262066226e-05,
760
+ 1.0449951846251221e-05,
761
+ 5.594082814957757e-06,
762
+ 2.10932918289755e-06,
763
+ 1.4076768544841242e-07,
764
+ 8.576106051454681e-16,
765
+ 2.1666466956341161e-16,
766
+ 1.2862936364599828e-16
767
+ ]
768
+ },
769
+ "cv_performance": {
770
+ "prediction": {
771
+ "accuracy": 75.11111111111111,
772
+ "precision": 73.92803035935258,
773
+ "recall": 96.63594470046084,
774
+ "f1": 83.62977811571162
775
+ },
776
+ "selection": {
777
+ "precision": 0.5677226917340805,
778
+ "recall": 1.643835616438356,
779
+ "f1": 0.8438698941301999,
780
+ "jaccard": 0.42542129151125696
781
+ }
782
+ }
783
+ }
p3/regress/Huntingtons_Disease/significant_genes_condition_Chronic_obstructive_pulmonary_disease_(COPD).json ADDED
@@ -0,0 +1,588 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "significant_genes": {
3
+ "Variable": [
4
+ "PDPR",
5
+ "IGKV1-37",
6
+ "PEX6",
7
+ "ZNF662",
8
+ "GABPB1-AS1",
9
+ "GGTLC2",
10
+ "FAF2",
11
+ "DOCK5",
12
+ "CRLF1",
13
+ "IL13",
14
+ "PPM1L",
15
+ "PDCL",
16
+ "RPL34",
17
+ "SNHG19",
18
+ "TRAJ20",
19
+ "RBAKDN",
20
+ "KRT25",
21
+ "STX18",
22
+ "MARCHF10",
23
+ "TLL1",
24
+ "NPR2",
25
+ "CLYBL",
26
+ "ZNF135",
27
+ "CAPN11",
28
+ "CAV1",
29
+ "TMTC4",
30
+ "FCN2",
31
+ "LTC4S",
32
+ "CAST",
33
+ "IFT81",
34
+ "DRC1",
35
+ "SPPL3",
36
+ "CLEC4D",
37
+ "ADAMTSL1",
38
+ "FOXA2",
39
+ "DENND1A",
40
+ "RAB5B",
41
+ "EDDM3A",
42
+ "TTI1",
43
+ "WNT16",
44
+ "RNF217",
45
+ "HOXA7",
46
+ "TSC1",
47
+ "ATIC",
48
+ "BRPF3",
49
+ "FAM187B",
50
+ "TLE6",
51
+ "GBP3",
52
+ "RAB5C",
53
+ "LMTK3",
54
+ "AOC3",
55
+ "TRPM5",
56
+ "FPR3",
57
+ "DGKQ",
58
+ "MMUT",
59
+ "MLNR",
60
+ "PHF8",
61
+ "NCBP2AS2",
62
+ "MOGAT2",
63
+ "ABLIM2",
64
+ "STN1",
65
+ "C3AR1",
66
+ "ZNF552",
67
+ "CSTF1",
68
+ "TAC1",
69
+ "GUSBP5",
70
+ "KCNK12",
71
+ "CNTLN",
72
+ "SMC3",
73
+ "POLR2J2",
74
+ "AKAP12",
75
+ "MIR6732",
76
+ "NPY",
77
+ "HIP1",
78
+ "ZNF383",
79
+ "KRTAP4-2",
80
+ "FBXL2",
81
+ "CHRNA9",
82
+ "NEUROD2",
83
+ "FHIP1A",
84
+ "SOX15",
85
+ "CEP290",
86
+ "EPN3",
87
+ "DRG1",
88
+ "COPS4",
89
+ "H6PD",
90
+ "ALAS2",
91
+ "SFRP5",
92
+ "HHLA2",
93
+ "TEN1",
94
+ "TNNT1",
95
+ "TSTD2",
96
+ "SART3",
97
+ "ANKRD2",
98
+ "TEX55",
99
+ "BIRC3",
100
+ "RNF39",
101
+ "BPIFC",
102
+ "PWP1",
103
+ "GNG4",
104
+ "TSG101",
105
+ "SCLY",
106
+ "METTL21EP",
107
+ "ZNF708",
108
+ "ZSCAN12",
109
+ "MYO1C",
110
+ "PTPN7",
111
+ "PODN",
112
+ "RSRC1",
113
+ "GRIK1-AS1",
114
+ "AQP7",
115
+ "PLXNA1",
116
+ "EBPL",
117
+ "TIPRL",
118
+ "SOX21-AS1",
119
+ "CCDC172",
120
+ "TUSC7",
121
+ "PAQR5",
122
+ "CUTALP",
123
+ "SERPINB10",
124
+ "GDA",
125
+ "WDR90",
126
+ "LRAT",
127
+ "RACK1",
128
+ "TAS2R41",
129
+ "RPH3AL",
130
+ "C4orf36",
131
+ "CD163",
132
+ "ZNF154",
133
+ "PLCD1",
134
+ "KIAA0319L",
135
+ "MUC7",
136
+ "NATD1",
137
+ "ARID4A",
138
+ "KCNJ1",
139
+ "C20orf96",
140
+ "TMEM139",
141
+ "TMOD2",
142
+ "SPATA41",
143
+ "DIO1",
144
+ "GDF2",
145
+ "TGFB3",
146
+ "PUS3",
147
+ "PSPN",
148
+ "HCRT",
149
+ "CORIN",
150
+ "ZIC4",
151
+ "SNORD95",
152
+ "LSM3",
153
+ "PTPN1",
154
+ "PCSK1",
155
+ "ITGA11",
156
+ "RESF1",
157
+ "SH3TC1",
158
+ "CTNNBIP1",
159
+ "ATAD1",
160
+ "FGD6",
161
+ "SLC18A2",
162
+ "MIR424",
163
+ "OR51B4",
164
+ "GTPBP10",
165
+ "TYMP",
166
+ "CRYGB",
167
+ "FKTN",
168
+ "MAPK4",
169
+ "VSTM2L",
170
+ "ADGRB3",
171
+ "PITPNB",
172
+ "OMA1",
173
+ "GGT1",
174
+ "KISS1",
175
+ "LILRP2",
176
+ "ALG6",
177
+ "SMIM21",
178
+ "PDE2A",
179
+ "LAMA1",
180
+ "CFAP97D1",
181
+ "GCA",
182
+ "MAFG-AS1",
183
+ "ZNF843",
184
+ "CACNG1",
185
+ "CLIC3",
186
+ "SPAG16",
187
+ "CYP2C19",
188
+ "SPATA6",
189
+ "TRAV36DV7",
190
+ "SNORD96A",
191
+ "MIR503HG"
192
+ ],
193
+ "Coefficient": [
194
+ 0.06856416718670202,
195
+ -0.06357924037054521,
196
+ 0.06111203124970299,
197
+ 0.04417109889755439,
198
+ 0.04348745549392518,
199
+ 0.04336123419441539,
200
+ 0.04139576597889771,
201
+ 0.03642271802975133,
202
+ -0.03628991265703117,
203
+ 0.0358372051984721,
204
+ 0.03470884455484673,
205
+ 0.03439542153249271,
206
+ -0.03280011473665314,
207
+ -0.03222452719102742,
208
+ -0.030298151937072148,
209
+ -0.029023242634634322,
210
+ 0.028936831977795896,
211
+ -0.02772686852979852,
212
+ 0.02752792383627832,
213
+ -0.027401426795464968,
214
+ -0.023630848110656324,
215
+ 0.023292884983312494,
216
+ -0.022390231956799338,
217
+ -0.02126541541255848,
218
+ -0.020130126899223808,
219
+ 0.019830384941580133,
220
+ 0.019643262676367474,
221
+ 0.018851068980823657,
222
+ 0.018740303545978186,
223
+ -0.018709618212241624,
224
+ -0.018440442594350497,
225
+ -0.018262186986431908,
226
+ -0.017330455650946288,
227
+ -0.017219264732883523,
228
+ -0.0169698113415884,
229
+ -0.016763334784018973,
230
+ 0.01648563848442866,
231
+ 0.01619974142865475,
232
+ -0.016070698259775876,
233
+ -0.016001649230494082,
234
+ -0.01545167812995501,
235
+ -0.015108868076241202,
236
+ -0.014623193528655489,
237
+ -0.013958582840564658,
238
+ -0.01353945003542674,
239
+ -0.013165334098814069,
240
+ -0.013107404896404119,
241
+ -0.013069196739436621,
242
+ 0.013063999277198519,
243
+ 0.012885989988835233,
244
+ 0.012433305113125842,
245
+ -0.012431826886534648,
246
+ 0.012388748395265959,
247
+ 0.012095706614367603,
248
+ 0.011850037228088082,
249
+ 0.011761492065590488,
250
+ -0.011683385863433763,
251
+ -0.011678482084052094,
252
+ -0.011483516580008802,
253
+ 0.010814720977729463,
254
+ 0.010692883099912473,
255
+ -0.0106437137271909,
256
+ -0.010574697251565983,
257
+ -0.01049566462357331,
258
+ -0.010457377516024735,
259
+ 0.010382489241000086,
260
+ -0.010267083549344377,
261
+ 0.01020578812599188,
262
+ 0.009883093374365416,
263
+ 0.009844564110157817,
264
+ 0.009716515159433076,
265
+ 0.00966470035400581,
266
+ -0.009289403735535263,
267
+ 0.009260723612839224,
268
+ -0.009122890379007901,
269
+ -0.009086720779146224,
270
+ -0.00907731826900978,
271
+ 0.008292561459086729,
272
+ 0.008245094740902965,
273
+ -0.008186909498706057,
274
+ -0.008116586744027777,
275
+ 0.007934121833810983,
276
+ 0.007863249191636747,
277
+ -0.007826487956720023,
278
+ -0.00777575246453236,
279
+ -0.0074017918286402385,
280
+ -0.00735153671473412,
281
+ -0.007246409645569476,
282
+ -0.007079900403606176,
283
+ 0.006986812120997304,
284
+ 0.006932077548652316,
285
+ -0.006901632973411571,
286
+ 0.00682675691422592,
287
+ -0.006666406160390853,
288
+ -0.006662687677973919,
289
+ 0.006617307459041585,
290
+ 0.0065517564306395125,
291
+ -0.006507921883103711,
292
+ 0.006390509439568682,
293
+ -0.0062613308229857835,
294
+ 0.0062137213738749815,
295
+ -0.006199483364068658,
296
+ 0.006169398243198411,
297
+ -0.006168075968239837,
298
+ -0.006036686075841706,
299
+ 0.006021594912668056,
300
+ -0.00595293306769924,
301
+ -0.00585054377382207,
302
+ -0.005800123480826904,
303
+ 0.005799596406896684,
304
+ 0.005739109904312676,
305
+ 0.005715412507612566,
306
+ -0.0057044257471705355,
307
+ 0.005589649048822687,
308
+ 0.005528202413651093,
309
+ 0.005478098876821201,
310
+ -0.005442713985535884,
311
+ -0.0054083462106451485,
312
+ 0.005276942444377797,
313
+ -0.005205991545343558,
314
+ -0.005096236269693024,
315
+ -0.004996084077699941,
316
+ -0.004794376969503624,
317
+ -0.004590323835632022,
318
+ -0.004529131418363119,
319
+ -0.004286065983083024,
320
+ -0.0040960015856980414,
321
+ 0.004075098938056092,
322
+ 0.0038841442297267107,
323
+ 0.003737997406111482,
324
+ -0.0036907643526279147,
325
+ -0.0034722468277870668,
326
+ 0.0033738798012429953,
327
+ -0.0033727616036388374,
328
+ -0.003308194788109403,
329
+ 0.0032164660524825342,
330
+ -0.0032096295566914363,
331
+ -0.0031902360355309848,
332
+ 0.0031277098828723865,
333
+ -0.0029590158144920517,
334
+ 0.002728910865973399,
335
+ -0.0026629228207840144,
336
+ -0.0026516084737520703,
337
+ -0.002644745508392087,
338
+ -0.0024918278976389474,
339
+ -0.0024750133279183967,
340
+ -0.002229506368892804,
341
+ -0.0021040072353812767,
342
+ -0.0018922281303621856,
343
+ 0.00185990375189349,
344
+ 0.0018272569444404453,
345
+ 0.0017757473746820218,
346
+ 0.0016890271469650515,
347
+ 0.001659860770098606,
348
+ 0.0016060297196456004,
349
+ -0.0015738119930664705,
350
+ 0.0014381468258930403,
351
+ -0.0014146224338638092,
352
+ 0.0012777646122382098,
353
+ 0.0012341583712670854,
354
+ -0.0012308913617513834,
355
+ 0.0011621222371307014,
356
+ 0.0010930213171566868,
357
+ -0.0010020487461423152,
358
+ -0.0009587381610351117,
359
+ -0.0009446042803390038,
360
+ 0.0008480189627766366,
361
+ 0.0007913671348472279,
362
+ -0.0007108700322112868,
363
+ 0.0006965171630200408,
364
+ 0.0006939943922833622,
365
+ 0.0006367088617884638,
366
+ -0.0005216560503293446,
367
+ -0.0004996674850641038,
368
+ -0.00048081377601158764,
369
+ -0.00044352922544510753,
370
+ -0.0003902237648382043,
371
+ -0.00038818230545698224,
372
+ -0.00027564055628111455,
373
+ 0.0002225713050643833,
374
+ -0.00020926535962061433,
375
+ 0.0001475629622620896,
376
+ 0.0001343123611557625,
377
+ -0.00011635088477062338,
378
+ 2.9710198775489187e-05,
379
+ -7.434092499692677e-17,
380
+ -9.781700657490365e-18,
381
+ 3.912680262996147e-18
382
+ ],
383
+ "Absolute Coefficient": [
384
+ 0.06856416718670202,
385
+ 0.06357924037054521,
386
+ 0.06111203124970299,
387
+ 0.04417109889755439,
388
+ 0.04348745549392518,
389
+ 0.04336123419441539,
390
+ 0.04139576597889771,
391
+ 0.03642271802975133,
392
+ 0.03628991265703117,
393
+ 0.0358372051984721,
394
+ 0.03470884455484673,
395
+ 0.03439542153249271,
396
+ 0.03280011473665314,
397
+ 0.03222452719102742,
398
+ 0.030298151937072148,
399
+ 0.029023242634634322,
400
+ 0.028936831977795896,
401
+ 0.02772686852979852,
402
+ 0.02752792383627832,
403
+ 0.027401426795464968,
404
+ 0.023630848110656324,
405
+ 0.023292884983312494,
406
+ 0.022390231956799338,
407
+ 0.02126541541255848,
408
+ 0.020130126899223808,
409
+ 0.019830384941580133,
410
+ 0.019643262676367474,
411
+ 0.018851068980823657,
412
+ 0.018740303545978186,
413
+ 0.018709618212241624,
414
+ 0.018440442594350497,
415
+ 0.018262186986431908,
416
+ 0.017330455650946288,
417
+ 0.017219264732883523,
418
+ 0.0169698113415884,
419
+ 0.016763334784018973,
420
+ 0.01648563848442866,
421
+ 0.01619974142865475,
422
+ 0.016070698259775876,
423
+ 0.016001649230494082,
424
+ 0.01545167812995501,
425
+ 0.015108868076241202,
426
+ 0.014623193528655489,
427
+ 0.013958582840564658,
428
+ 0.01353945003542674,
429
+ 0.013165334098814069,
430
+ 0.013107404896404119,
431
+ 0.013069196739436621,
432
+ 0.013063999277198519,
433
+ 0.012885989988835233,
434
+ 0.012433305113125842,
435
+ 0.012431826886534648,
436
+ 0.012388748395265959,
437
+ 0.012095706614367603,
438
+ 0.011850037228088082,
439
+ 0.011761492065590488,
440
+ 0.011683385863433763,
441
+ 0.011678482084052094,
442
+ 0.011483516580008802,
443
+ 0.010814720977729463,
444
+ 0.010692883099912473,
445
+ 0.0106437137271909,
446
+ 0.010574697251565983,
447
+ 0.01049566462357331,
448
+ 0.010457377516024735,
449
+ 0.010382489241000086,
450
+ 0.010267083549344377,
451
+ 0.01020578812599188,
452
+ 0.009883093374365416,
453
+ 0.009844564110157817,
454
+ 0.009716515159433076,
455
+ 0.00966470035400581,
456
+ 0.009289403735535263,
457
+ 0.009260723612839224,
458
+ 0.009122890379007901,
459
+ 0.009086720779146224,
460
+ 0.00907731826900978,
461
+ 0.008292561459086729,
462
+ 0.008245094740902965,
463
+ 0.008186909498706057,
464
+ 0.008116586744027777,
465
+ 0.007934121833810983,
466
+ 0.007863249191636747,
467
+ 0.007826487956720023,
468
+ 0.00777575246453236,
469
+ 0.0074017918286402385,
470
+ 0.00735153671473412,
471
+ 0.007246409645569476,
472
+ 0.007079900403606176,
473
+ 0.006986812120997304,
474
+ 0.006932077548652316,
475
+ 0.006901632973411571,
476
+ 0.00682675691422592,
477
+ 0.006666406160390853,
478
+ 0.006662687677973919,
479
+ 0.006617307459041585,
480
+ 0.0065517564306395125,
481
+ 0.006507921883103711,
482
+ 0.006390509439568682,
483
+ 0.0062613308229857835,
484
+ 0.0062137213738749815,
485
+ 0.006199483364068658,
486
+ 0.006169398243198411,
487
+ 0.006168075968239837,
488
+ 0.006036686075841706,
489
+ 0.006021594912668056,
490
+ 0.00595293306769924,
491
+ 0.00585054377382207,
492
+ 0.005800123480826904,
493
+ 0.005799596406896684,
494
+ 0.005739109904312676,
495
+ 0.005715412507612566,
496
+ 0.0057044257471705355,
497
+ 0.005589649048822687,
498
+ 0.005528202413651093,
499
+ 0.005478098876821201,
500
+ 0.005442713985535884,
501
+ 0.0054083462106451485,
502
+ 0.005276942444377797,
503
+ 0.005205991545343558,
504
+ 0.005096236269693024,
505
+ 0.004996084077699941,
506
+ 0.004794376969503624,
507
+ 0.004590323835632022,
508
+ 0.004529131418363119,
509
+ 0.004286065983083024,
510
+ 0.0040960015856980414,
511
+ 0.004075098938056092,
512
+ 0.0038841442297267107,
513
+ 0.003737997406111482,
514
+ 0.0036907643526279147,
515
+ 0.0034722468277870668,
516
+ 0.0033738798012429953,
517
+ 0.0033727616036388374,
518
+ 0.003308194788109403,
519
+ 0.0032164660524825342,
520
+ 0.0032096295566914363,
521
+ 0.0031902360355309848,
522
+ 0.0031277098828723865,
523
+ 0.0029590158144920517,
524
+ 0.002728910865973399,
525
+ 0.0026629228207840144,
526
+ 0.0026516084737520703,
527
+ 0.002644745508392087,
528
+ 0.0024918278976389474,
529
+ 0.0024750133279183967,
530
+ 0.002229506368892804,
531
+ 0.0021040072353812767,
532
+ 0.0018922281303621856,
533
+ 0.00185990375189349,
534
+ 0.0018272569444404453,
535
+ 0.0017757473746820218,
536
+ 0.0016890271469650515,
537
+ 0.001659860770098606,
538
+ 0.0016060297196456004,
539
+ 0.0015738119930664705,
540
+ 0.0014381468258930403,
541
+ 0.0014146224338638092,
542
+ 0.0012777646122382098,
543
+ 0.0012341583712670854,
544
+ 0.0012308913617513834,
545
+ 0.0011621222371307014,
546
+ 0.0010930213171566868,
547
+ 0.0010020487461423152,
548
+ 0.0009587381610351117,
549
+ 0.0009446042803390038,
550
+ 0.0008480189627766366,
551
+ 0.0007913671348472279,
552
+ 0.0007108700322112868,
553
+ 0.0006965171630200408,
554
+ 0.0006939943922833622,
555
+ 0.0006367088617884638,
556
+ 0.0005216560503293446,
557
+ 0.0004996674850641038,
558
+ 0.00048081377601158764,
559
+ 0.00044352922544510753,
560
+ 0.0003902237648382043,
561
+ 0.00038818230545698224,
562
+ 0.00027564055628111455,
563
+ 0.0002225713050643833,
564
+ 0.00020926535962061433,
565
+ 0.0001475629622620896,
566
+ 0.0001343123611557625,
567
+ 0.00011635088477062338,
568
+ 2.9710198775489187e-05,
569
+ 7.434092499692677e-17,
570
+ 9.781700657490365e-18,
571
+ 3.912680262996147e-18
572
+ ]
573
+ },
574
+ "cv_performance": {
575
+ "prediction": {
576
+ "accuracy": 76.44444444444444,
577
+ "precision": 74.58236890842797,
578
+ "recall": 97.99539170506912,
579
+ "f1": 84.57764354951055
580
+ },
581
+ "selection": {
582
+ "precision": 0.5186536002475282,
583
+ "recall": 1.095890410958904,
584
+ "f1": 0.7040797971694275,
585
+ "jaccard": 0.3543756145526057
586
+ }
587
+ }
588
+ }
p3/regress/Huntingtons_Disease/significant_genes_condition_Coronary_artery_disease.json ADDED
@@ -0,0 +1,744 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "significant_genes": {
3
+ "Variable": [
4
+ "CTAG1A",
5
+ "NDUFB11",
6
+ "BNIP3L",
7
+ "FGF7P6",
8
+ "CAST",
9
+ "RBM10",
10
+ "SLC35A3",
11
+ "IFITM2",
12
+ "LMTK3",
13
+ "ZIC1",
14
+ "NIPA2",
15
+ "NEUROD2",
16
+ "CCS",
17
+ "GABPB1-AS1",
18
+ "C15orf40",
19
+ "MPV17L",
20
+ "NPEPL1",
21
+ "FBXL2",
22
+ "TTYH1",
23
+ "CAV1",
24
+ "SELENOM",
25
+ "TTI1",
26
+ "SOX15",
27
+ "USP10",
28
+ "SART3",
29
+ "ZNF662",
30
+ "FAM187B",
31
+ "MARCHF10",
32
+ "STX18",
33
+ "RTF2",
34
+ "PPM1L",
35
+ "SKIC3",
36
+ "IGKV1-37",
37
+ "PDCL",
38
+ "ABLIM2",
39
+ "COL11A1",
40
+ "ZNF552",
41
+ "ZNF528",
42
+ "AHCTF1P1",
43
+ "GTPBP10",
44
+ "CYP2C19",
45
+ "MEA1",
46
+ "SLC43A2",
47
+ "CUTALP",
48
+ "ERGIC1",
49
+ "LHCGR",
50
+ "KLHL14",
51
+ "CCP110",
52
+ "MSTO2P",
53
+ "SFRP5",
54
+ "IGSF10",
55
+ "STX12",
56
+ "TRIM48",
57
+ "GNG5",
58
+ "NEUROD1",
59
+ "FIGN",
60
+ "FAM161A",
61
+ "FHIP1A",
62
+ "RN7SKP150",
63
+ "CCR7",
64
+ "TRMT12",
65
+ "TENM4",
66
+ "ALKBH4",
67
+ "MLNR",
68
+ "NPY",
69
+ "KCNJ1",
70
+ "EIF4A2",
71
+ "COL11A2",
72
+ "MGRN1",
73
+ "PPP1R10",
74
+ "G3BP1",
75
+ "AURKC",
76
+ "IGLV1-44",
77
+ "CAPN11",
78
+ "RAB40C",
79
+ "PDZD9",
80
+ "KIF1B",
81
+ "CGNL1",
82
+ "METTL21EP",
83
+ "TPTE",
84
+ "FAM169A",
85
+ "NCBP2AS2",
86
+ "ZNF843",
87
+ "PDPR",
88
+ "MIR4691",
89
+ "L2HGDH",
90
+ "ADGRG7",
91
+ "ZUP1",
92
+ "SPAG8",
93
+ "CYP1B1-AS1",
94
+ "TTTY7B",
95
+ "GXYLT2",
96
+ "HHLA2",
97
+ "SFTA3",
98
+ "SCARF1",
99
+ "LEMD2",
100
+ "CPE",
101
+ "MTMR10",
102
+ "BBS9",
103
+ "CEP290",
104
+ "GRIK1",
105
+ "PPP5D1P",
106
+ "KDR",
107
+ "LDOC1",
108
+ "TMEM40",
109
+ "FBXO28",
110
+ "PTPN1",
111
+ "RASSF2",
112
+ "C17orf99",
113
+ "MMUT",
114
+ "IL13",
115
+ "NUP35",
116
+ "TLL1",
117
+ "OMA1",
118
+ "PYCR3",
119
+ "MIR21",
120
+ "RNF13",
121
+ "NFATC4",
122
+ "HSD11B2",
123
+ "LAMP3",
124
+ "RCOR1",
125
+ "NPM1P22",
126
+ "TAS2R50",
127
+ "TRBV5-2",
128
+ "GAGE1",
129
+ "PHYH",
130
+ "UPK2",
131
+ "B3GNT3",
132
+ "SRSF5",
133
+ "FAM181A",
134
+ "LRATD2",
135
+ "FSCN2",
136
+ "TPGS2",
137
+ "ASXL2",
138
+ "HMGA1P4",
139
+ "FCER1G",
140
+ "CSTF1",
141
+ "ZKSCAN1",
142
+ "FAF2",
143
+ "SLC25A15",
144
+ "LRP5",
145
+ "PRSS30P",
146
+ "ALAS2",
147
+ "METTL25B",
148
+ "SLC39A11",
149
+ "RAB5B",
150
+ "ZNF596",
151
+ "ADIPOQ",
152
+ "NBL1",
153
+ "SPEF1",
154
+ "MIR205",
155
+ "DRG1",
156
+ "CD300LF",
157
+ "TCF7L1",
158
+ "TSFM",
159
+ "KRTAP4-2",
160
+ "AQP7",
161
+ "SPTBN2",
162
+ "ZBTB24",
163
+ "RFX6",
164
+ "IMMT",
165
+ "FCN2",
166
+ "TRAJ20",
167
+ "PEX6",
168
+ "KCNK12",
169
+ "ZNF281",
170
+ "SLC47A2",
171
+ "PYGB",
172
+ "TMEM92",
173
+ "ADAMTSL1",
174
+ "PLCE1",
175
+ "MAB21L3",
176
+ "CRABP2",
177
+ "PTPRR",
178
+ "FAM224A",
179
+ "C1S",
180
+ "TMEM262",
181
+ "ZBTB33",
182
+ "PAPSS1",
183
+ "RENBP",
184
+ "TUBB1",
185
+ "PHYHIPL",
186
+ "XAB2",
187
+ "RDH11",
188
+ "TWIST1",
189
+ "MRFAP1",
190
+ "CTSE",
191
+ "ATP9B",
192
+ "DDX17",
193
+ "PTCHD4",
194
+ "USPL1",
195
+ "TMEM220",
196
+ "XPA",
197
+ "NDUFS8",
198
+ "CIMIP5",
199
+ "TCF20",
200
+ "YEATS2",
201
+ "C3AR1",
202
+ "GDA",
203
+ "RBAKDN",
204
+ "SUGP1",
205
+ "KLRC4",
206
+ "MEPE",
207
+ "TYMP",
208
+ "FBN3",
209
+ "OR8G1",
210
+ "SELENBP1",
211
+ "WASF3",
212
+ "IDI2",
213
+ "VWA5A",
214
+ "ZNF7",
215
+ "ZSCAN1",
216
+ "SLC13A1",
217
+ "CCDC154",
218
+ "ALLC",
219
+ "ZNF28",
220
+ "DLX3",
221
+ "NDUFA8",
222
+ "DECR1",
223
+ "ZFR",
224
+ "ZP2",
225
+ "GABRA5",
226
+ "FOXA2",
227
+ "OR52K3P",
228
+ "SIK2",
229
+ "GJB2",
230
+ "MAP1LC3B2",
231
+ "SETX",
232
+ "PGAP6",
233
+ "EDEM2",
234
+ "NAPA-AS1",
235
+ "METTL22",
236
+ "OPTN",
237
+ "SYNPO2L",
238
+ "MIR7113",
239
+ "IGKV1D-37",
240
+ "TRAV36DV7",
241
+ "CTAG1B",
242
+ "TRIM49D1",
243
+ "TRIM49D2"
244
+ ],
245
+ "Coefficient": [
246
+ -0.09895763192831518,
247
+ -0.08100819398210335,
248
+ 0.07928461929702577,
249
+ -0.07767782821114723,
250
+ 0.07236673499321912,
251
+ -0.055270021287877016,
252
+ -0.05509983152537612,
253
+ 0.050799687492998236,
254
+ 0.047483453608244554,
255
+ 0.04502197523044126,
256
+ 0.04469797910833404,
257
+ 0.04271906643027329,
258
+ -0.03919370639730439,
259
+ 0.03906602878978727,
260
+ -0.03833955733486136,
261
+ 0.03697140183643161,
262
+ 0.03656581062279095,
263
+ -0.036258596882242054,
264
+ 0.035304584178521455,
265
+ -0.035163945801133224,
266
+ 0.035000924289692294,
267
+ -0.034467673147999665,
268
+ -0.03441672900991018,
269
+ 0.03365304132447556,
270
+ 0.03357627273501014,
271
+ 0.03314363860295304,
272
+ -0.03284766920903311,
273
+ 0.03222313402538871,
274
+ -0.03174724644427934,
275
+ -0.031059043508559665,
276
+ 0.030606992012112904,
277
+ 0.02994974459062689,
278
+ -0.029046489507020722,
279
+ 0.02749260189426996,
280
+ 0.02731408332335399,
281
+ -0.02730505895581742,
282
+ -0.02727196893413452,
283
+ 0.026567496090936657,
284
+ 0.026255177601788988,
285
+ -0.02618506550638985,
286
+ -0.025914419868469374,
287
+ -0.025575544322944076,
288
+ 0.0251902011030149,
289
+ 0.024345827588178336,
290
+ 0.02387219043332573,
291
+ -0.023655982264048005,
292
+ 0.022553329877973687,
293
+ -0.022409923853174644,
294
+ 0.021687271937200672,
295
+ -0.021604012507743808,
296
+ -0.021556180239717438,
297
+ 0.02150309265755568,
298
+ 0.021385740983048754,
299
+ 0.021260932025675704,
300
+ -0.021062269005444507,
301
+ 0.020678661638105188,
302
+ -0.020089997444969067,
303
+ -0.01995121223518628,
304
+ -0.019473464507246397,
305
+ 0.0194146892284348,
306
+ 0.01916226833797099,
307
+ 0.01905837785556775,
308
+ -0.019006285698416996,
309
+ 0.018806639666773487,
310
+ -0.018461426839989328,
311
+ -0.018436047564970987,
312
+ 0.018395133150982162,
313
+ -0.018335347504457183,
314
+ -0.018187832590402447,
315
+ 0.01768494401853229,
316
+ 0.017390116213572657,
317
+ -0.01708010171317965,
318
+ 0.01707167429762537,
319
+ -0.01698902438340811,
320
+ 0.016677018715189448,
321
+ -0.016551343659398404,
322
+ 0.016542180615924815,
323
+ 0.0164803190550524,
324
+ 0.016188714786487014,
325
+ -0.016012380278639746,
326
+ 0.01579549053789392,
327
+ -0.015452478700509207,
328
+ 0.015288409766231964,
329
+ 0.015276705379626927,
330
+ -0.015243059734226998,
331
+ -0.015224267098019186,
332
+ 0.014963472197475501,
333
+ -0.014408925874057487,
334
+ 0.014238764169454719,
335
+ -0.013799200961232074,
336
+ -0.013312936922439714,
337
+ 0.013170862641439662,
338
+ -0.012884608010936627,
339
+ 0.012666345236713358,
340
+ 0.01255355790926246,
341
+ -0.012481125124997303,
342
+ -0.011869581229785438,
343
+ -0.011853538437547863,
344
+ 0.011654952320398567,
345
+ 0.011649467577502145,
346
+ 0.01156972674997124,
347
+ 0.011473679849644487,
348
+ 0.011465551905224797,
349
+ 0.01144727229300276,
350
+ -0.011210633212393177,
351
+ -0.011197007132684178,
352
+ 0.010748666797746914,
353
+ 0.010368693445395425,
354
+ 0.010342559095704675,
355
+ 0.010282583413489046,
356
+ 0.010232553405581579,
357
+ -0.010212715323796837,
358
+ -0.010157916867761267,
359
+ -0.00983802781871577,
360
+ 0.009779819069298003,
361
+ 0.009665917097707664,
362
+ 0.009537436818335838,
363
+ -0.009436523792304224,
364
+ -0.009368799649778763,
365
+ 0.009180886448064762,
366
+ -0.009169298550378102,
367
+ -0.009115694625000626,
368
+ 0.008984121503014239,
369
+ 0.008899260705853009,
370
+ 0.008858145375186557,
371
+ 0.00882166776919141,
372
+ -0.008647824204447244,
373
+ 0.008628758487913273,
374
+ -0.008395979053501763,
375
+ -0.008384722893200561,
376
+ -0.00838047272157077,
377
+ -0.008207465044481261,
378
+ 0.008078326093397169,
379
+ 0.0080162619439892,
380
+ -0.007873466469889177,
381
+ 0.007606694945326263,
382
+ -0.007454205500918381,
383
+ 0.007366684432897827,
384
+ 0.00707701045417947,
385
+ 0.007055157245254982,
386
+ 0.006963542328619612,
387
+ -0.006671328549683021,
388
+ -0.006627781313584412,
389
+ -0.006437338878606394,
390
+ 0.006315433873487633,
391
+ 0.006143502932814686,
392
+ 0.006130450330792182,
393
+ 0.0061138104340407035,
394
+ 0.006014450377783435,
395
+ -0.005995033905203091,
396
+ 0.005982732514626486,
397
+ -0.005856059915850637,
398
+ -0.005732249021876505,
399
+ -0.00560243711426353,
400
+ 0.005530523691816494,
401
+ -0.005464669968995029,
402
+ 0.005342097200502687,
403
+ -0.005291988596886578,
404
+ 0.005218309685610752,
405
+ -0.005159062617902078,
406
+ 0.004971221376744232,
407
+ 0.004917411841595142,
408
+ -0.004787870869868182,
409
+ 0.004743844612097587,
410
+ -0.004706933486105677,
411
+ 0.0046615340103668395,
412
+ -0.004322531660968704,
413
+ 0.0041942727559683085,
414
+ -0.0041749372158513,
415
+ -0.004165095688094393,
416
+ 0.0041542027863855436,
417
+ -0.004103577476638643,
418
+ -0.0038252254710616925,
419
+ -0.0036617819917465454,
420
+ -0.003597687423309951,
421
+ -0.0035901956420429384,
422
+ -0.003544326080606792,
423
+ -0.0035429867283008317,
424
+ 0.0035001356975661595,
425
+ 0.0033449486160020067,
426
+ 0.00334134885660353,
427
+ -0.0033340720495156004,
428
+ -0.0033256872990549092,
429
+ -0.003321802322576117,
430
+ -0.0032557077913016427,
431
+ 0.0032183344711609837,
432
+ 0.003058789694602887,
433
+ 0.003051241234984558,
434
+ 0.0029539268929513387,
435
+ 0.0029441575489996797,
436
+ 0.0026209670180579185,
437
+ 0.0026144121082877095,
438
+ 0.002573849490345115,
439
+ -0.0025642300341965725,
440
+ 0.0025118965847484034,
441
+ -0.002337982171875358,
442
+ -0.0021440229012406093,
443
+ -0.0019750359618587927,
444
+ -0.001969629169042036,
445
+ -0.0019160291962832304,
446
+ 0.0018446792971518145,
447
+ 0.0018272953833559174,
448
+ -0.0017209861392816922,
449
+ 0.0015792379889531126,
450
+ 0.001486280852664911,
451
+ 0.001452755743088763,
452
+ 0.0012936670634086725,
453
+ -0.0012423932044767626,
454
+ 0.001210879656227452,
455
+ 0.0012072791086861104,
456
+ -0.0011259831397049118,
457
+ -0.001098417087282028,
458
+ 0.0009874472185511928,
459
+ -0.0009721530560797678,
460
+ -0.0008995312416227691,
461
+ 0.0008405313555920613,
462
+ -0.0008031749636882952,
463
+ -0.0007843959492719303,
464
+ 0.0007217465403490221,
465
+ 0.0006721902554995125,
466
+ 0.000658305561671673,
467
+ 0.0005914107633459284,
468
+ -0.0005433720137090172,
469
+ -0.0005216396639785329,
470
+ -0.0004398930867329728,
471
+ 0.000346114384951834,
472
+ 0.0003419424185894526,
473
+ 0.00027945922777217793,
474
+ 0.0002604630741155673,
475
+ 0.0002267904435199443,
476
+ -0.0001699019368576178,
477
+ -0.00010226026072636927,
478
+ 9.231938886325194e-05,
479
+ 6.705539472099761e-05,
480
+ -1.7687757843285388e-05,
481
+ -1.1756381477721237e-15,
482
+ -3.1717164381912506e-16,
483
+ -7.531909506267582e-17,
484
+ 6.125790036753342e-17,
485
+ 1.2227125821862959e-19
486
+ ],
487
+ "Absolute Coefficient": [
488
+ 0.09895763192831518,
489
+ 0.08100819398210335,
490
+ 0.07928461929702577,
491
+ 0.07767782821114723,
492
+ 0.07236673499321912,
493
+ 0.055270021287877016,
494
+ 0.05509983152537612,
495
+ 0.050799687492998236,
496
+ 0.047483453608244554,
497
+ 0.04502197523044126,
498
+ 0.04469797910833404,
499
+ 0.04271906643027329,
500
+ 0.03919370639730439,
501
+ 0.03906602878978727,
502
+ 0.03833955733486136,
503
+ 0.03697140183643161,
504
+ 0.03656581062279095,
505
+ 0.036258596882242054,
506
+ 0.035304584178521455,
507
+ 0.035163945801133224,
508
+ 0.035000924289692294,
509
+ 0.034467673147999665,
510
+ 0.03441672900991018,
511
+ 0.03365304132447556,
512
+ 0.03357627273501014,
513
+ 0.03314363860295304,
514
+ 0.03284766920903311,
515
+ 0.03222313402538871,
516
+ 0.03174724644427934,
517
+ 0.031059043508559665,
518
+ 0.030606992012112904,
519
+ 0.02994974459062689,
520
+ 0.029046489507020722,
521
+ 0.02749260189426996,
522
+ 0.02731408332335399,
523
+ 0.02730505895581742,
524
+ 0.02727196893413452,
525
+ 0.026567496090936657,
526
+ 0.026255177601788988,
527
+ 0.02618506550638985,
528
+ 0.025914419868469374,
529
+ 0.025575544322944076,
530
+ 0.0251902011030149,
531
+ 0.024345827588178336,
532
+ 0.02387219043332573,
533
+ 0.023655982264048005,
534
+ 0.022553329877973687,
535
+ 0.022409923853174644,
536
+ 0.021687271937200672,
537
+ 0.021604012507743808,
538
+ 0.021556180239717438,
539
+ 0.02150309265755568,
540
+ 0.021385740983048754,
541
+ 0.021260932025675704,
542
+ 0.021062269005444507,
543
+ 0.020678661638105188,
544
+ 0.020089997444969067,
545
+ 0.01995121223518628,
546
+ 0.019473464507246397,
547
+ 0.0194146892284348,
548
+ 0.01916226833797099,
549
+ 0.01905837785556775,
550
+ 0.019006285698416996,
551
+ 0.018806639666773487,
552
+ 0.018461426839989328,
553
+ 0.018436047564970987,
554
+ 0.018395133150982162,
555
+ 0.018335347504457183,
556
+ 0.018187832590402447,
557
+ 0.01768494401853229,
558
+ 0.017390116213572657,
559
+ 0.01708010171317965,
560
+ 0.01707167429762537,
561
+ 0.01698902438340811,
562
+ 0.016677018715189448,
563
+ 0.016551343659398404,
564
+ 0.016542180615924815,
565
+ 0.0164803190550524,
566
+ 0.016188714786487014,
567
+ 0.016012380278639746,
568
+ 0.01579549053789392,
569
+ 0.015452478700509207,
570
+ 0.015288409766231964,
571
+ 0.015276705379626927,
572
+ 0.015243059734226998,
573
+ 0.015224267098019186,
574
+ 0.014963472197475501,
575
+ 0.014408925874057487,
576
+ 0.014238764169454719,
577
+ 0.013799200961232074,
578
+ 0.013312936922439714,
579
+ 0.013170862641439662,
580
+ 0.012884608010936627,
581
+ 0.012666345236713358,
582
+ 0.01255355790926246,
583
+ 0.012481125124997303,
584
+ 0.011869581229785438,
585
+ 0.011853538437547863,
586
+ 0.011654952320398567,
587
+ 0.011649467577502145,
588
+ 0.01156972674997124,
589
+ 0.011473679849644487,
590
+ 0.011465551905224797,
591
+ 0.01144727229300276,
592
+ 0.011210633212393177,
593
+ 0.011197007132684178,
594
+ 0.010748666797746914,
595
+ 0.010368693445395425,
596
+ 0.010342559095704675,
597
+ 0.010282583413489046,
598
+ 0.010232553405581579,
599
+ 0.010212715323796837,
600
+ 0.010157916867761267,
601
+ 0.00983802781871577,
602
+ 0.009779819069298003,
603
+ 0.009665917097707664,
604
+ 0.009537436818335838,
605
+ 0.009436523792304224,
606
+ 0.009368799649778763,
607
+ 0.009180886448064762,
608
+ 0.009169298550378102,
609
+ 0.009115694625000626,
610
+ 0.008984121503014239,
611
+ 0.008899260705853009,
612
+ 0.008858145375186557,
613
+ 0.00882166776919141,
614
+ 0.008647824204447244,
615
+ 0.008628758487913273,
616
+ 0.008395979053501763,
617
+ 0.008384722893200561,
618
+ 0.00838047272157077,
619
+ 0.008207465044481261,
620
+ 0.008078326093397169,
621
+ 0.0080162619439892,
622
+ 0.007873466469889177,
623
+ 0.007606694945326263,
624
+ 0.007454205500918381,
625
+ 0.007366684432897827,
626
+ 0.00707701045417947,
627
+ 0.007055157245254982,
628
+ 0.006963542328619612,
629
+ 0.006671328549683021,
630
+ 0.006627781313584412,
631
+ 0.006437338878606394,
632
+ 0.006315433873487633,
633
+ 0.006143502932814686,
634
+ 0.006130450330792182,
635
+ 0.0061138104340407035,
636
+ 0.006014450377783435,
637
+ 0.005995033905203091,
638
+ 0.005982732514626486,
639
+ 0.005856059915850637,
640
+ 0.005732249021876505,
641
+ 0.00560243711426353,
642
+ 0.005530523691816494,
643
+ 0.005464669968995029,
644
+ 0.005342097200502687,
645
+ 0.005291988596886578,
646
+ 0.005218309685610752,
647
+ 0.005159062617902078,
648
+ 0.004971221376744232,
649
+ 0.004917411841595142,
650
+ 0.004787870869868182,
651
+ 0.004743844612097587,
652
+ 0.004706933486105677,
653
+ 0.0046615340103668395,
654
+ 0.004322531660968704,
655
+ 0.0041942727559683085,
656
+ 0.0041749372158513,
657
+ 0.004165095688094393,
658
+ 0.0041542027863855436,
659
+ 0.004103577476638643,
660
+ 0.0038252254710616925,
661
+ 0.0036617819917465454,
662
+ 0.003597687423309951,
663
+ 0.0035901956420429384,
664
+ 0.003544326080606792,
665
+ 0.0035429867283008317,
666
+ 0.0035001356975661595,
667
+ 0.0033449486160020067,
668
+ 0.00334134885660353,
669
+ 0.0033340720495156004,
670
+ 0.0033256872990549092,
671
+ 0.003321802322576117,
672
+ 0.0032557077913016427,
673
+ 0.0032183344711609837,
674
+ 0.003058789694602887,
675
+ 0.003051241234984558,
676
+ 0.0029539268929513387,
677
+ 0.0029441575489996797,
678
+ 0.0026209670180579185,
679
+ 0.0026144121082877095,
680
+ 0.002573849490345115,
681
+ 0.0025642300341965725,
682
+ 0.0025118965847484034,
683
+ 0.002337982171875358,
684
+ 0.0021440229012406093,
685
+ 0.0019750359618587927,
686
+ 0.001969629169042036,
687
+ 0.0019160291962832304,
688
+ 0.0018446792971518145,
689
+ 0.0018272953833559174,
690
+ 0.0017209861392816922,
691
+ 0.0015792379889531126,
692
+ 0.001486280852664911,
693
+ 0.001452755743088763,
694
+ 0.0012936670634086725,
695
+ 0.0012423932044767626,
696
+ 0.001210879656227452,
697
+ 0.0012072791086861104,
698
+ 0.0011259831397049118,
699
+ 0.001098417087282028,
700
+ 0.0009874472185511928,
701
+ 0.0009721530560797678,
702
+ 0.0008995312416227691,
703
+ 0.0008405313555920613,
704
+ 0.0008031749636882952,
705
+ 0.0007843959492719303,
706
+ 0.0007217465403490221,
707
+ 0.0006721902554995125,
708
+ 0.000658305561671673,
709
+ 0.0005914107633459284,
710
+ 0.0005433720137090172,
711
+ 0.0005216396639785329,
712
+ 0.0004398930867329728,
713
+ 0.000346114384951834,
714
+ 0.0003419424185894526,
715
+ 0.00027945922777217793,
716
+ 0.0002604630741155673,
717
+ 0.0002267904435199443,
718
+ 0.0001699019368576178,
719
+ 0.00010226026072636927,
720
+ 9.231938886325194e-05,
721
+ 6.705539472099761e-05,
722
+ 1.7687757843285388e-05,
723
+ 1.1756381477721237e-15,
724
+ 3.1717164381912506e-16,
725
+ 7.531909506267582e-17,
726
+ 6.125790036753342e-17,
727
+ 1.2227125821862959e-19
728
+ ]
729
+ },
730
+ "cv_performance": {
731
+ "prediction": {
732
+ "accuracy": 76.88888888888889,
733
+ "precision": 75.31834144799487,
734
+ "recall": 97.35023041474655,
735
+ "f1": 84.74072753950561
736
+ },
737
+ "selection": {
738
+ "precision": 0.678534317746787,
739
+ "recall": 1.917808219178082,
740
+ "f1": 1.0023134759976864,
741
+ "jaccard": 0.5055507303934516
742
+ }
743
+ }
744
+ }
p3/regress/Huntingtons_Disease/significant_genes_condition_Fibromyalgia.json ADDED
@@ -0,0 +1,750 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "significant_genes": {
3
+ "Variable": [
4
+ "CTAG1A",
5
+ "FGF7P6",
6
+ "NDUFB11",
7
+ "CAST",
8
+ "BNIP3L",
9
+ "SLC35A3",
10
+ "RBM10",
11
+ "LMTK3",
12
+ "C15orf40",
13
+ "NEUROD2",
14
+ "ZIC1",
15
+ "NIPA2",
16
+ "IFITM2",
17
+ "USP10",
18
+ "FBXL2",
19
+ "GABPB1-AS1",
20
+ "SART3",
21
+ "MPV17L",
22
+ "SOX15",
23
+ "RTF2",
24
+ "LHCGR",
25
+ "SKIC3",
26
+ "FAM187B",
27
+ "CCS",
28
+ "ZNF662",
29
+ "MEA1",
30
+ "TTYH1",
31
+ "MARCHF10",
32
+ "CCP110",
33
+ "AHCTF1P1",
34
+ "ZNF552",
35
+ "ABLIM2",
36
+ "PPM1L",
37
+ "PDCL",
38
+ "CUTALP",
39
+ "TTI1",
40
+ "KLHL14",
41
+ "IGKV1-37",
42
+ "STX18",
43
+ "CAV1",
44
+ "CYP2C19",
45
+ "GTPBP10",
46
+ "SELENOM",
47
+ "SLC43A2",
48
+ "NPEPL1",
49
+ "FAM169A",
50
+ "STX12",
51
+ "COL11A1",
52
+ "FHIP1A",
53
+ "NUP35",
54
+ "GXYLT2",
55
+ "IGSF10",
56
+ "TRMT12",
57
+ "NPY",
58
+ "LDOC1",
59
+ "MGRN1",
60
+ "MIR21",
61
+ "TRIM48",
62
+ "GRIK1",
63
+ "ERGIC1",
64
+ "KDR",
65
+ "RAB40C",
66
+ "LAMP3",
67
+ "METTL21EP",
68
+ "PTPN1",
69
+ "C17orf99",
70
+ "TPTE",
71
+ "ZNF528",
72
+ "PPP5D1P",
73
+ "EIF4A2",
74
+ "ZUP1",
75
+ "FBXO28",
76
+ "LEMD2",
77
+ "SFRP5",
78
+ "MLNR",
79
+ "RN7SKP150",
80
+ "ADGRG7",
81
+ "SCARF1",
82
+ "KIF1B",
83
+ "ALKBH4",
84
+ "IL13",
85
+ "KCNJ1",
86
+ "GSR",
87
+ "L2HGDH",
88
+ "ZNF281",
89
+ "AURKC",
90
+ "PDZD9",
91
+ "CEP290",
92
+ "ZNF843",
93
+ "PPP1R10",
94
+ "CAPN11",
95
+ "FIGN",
96
+ "RASSF2",
97
+ "HHLA2",
98
+ "MIR4691",
99
+ "NEUROD1",
100
+ "LRP5",
101
+ "OMA1",
102
+ "PYCR3",
103
+ "TMEM40",
104
+ "FAM161A",
105
+ "HSD11B2",
106
+ "GNG5",
107
+ "KRTAP4-2",
108
+ "ZKSCAN1",
109
+ "UPK2",
110
+ "PHYH",
111
+ "CHP1",
112
+ "FAM181A",
113
+ "FCN2",
114
+ "SLC25A15",
115
+ "MSTO2P",
116
+ "CGNL1",
117
+ "ADAMTSL1",
118
+ "MAB21L3",
119
+ "RCOR1",
120
+ "CSTF1",
121
+ "PEX6",
122
+ "SPAG8",
123
+ "TTTY7B",
124
+ "RNF13",
125
+ "ZSCAN1",
126
+ "TENM4",
127
+ "NPM1P22",
128
+ "TCF20",
129
+ "CCR7",
130
+ "AQP7",
131
+ "PYGB",
132
+ "CYP1B1-AS1",
133
+ "ALAS2",
134
+ "COL11A2",
135
+ "B3GNT3",
136
+ "GAGE1",
137
+ "ADIPOQ",
138
+ "RBAKDN",
139
+ "TLL1",
140
+ "TAS2R50",
141
+ "PAX7",
142
+ "ZBTB24",
143
+ "USPL1",
144
+ "FAF2",
145
+ "TMEM262",
146
+ "TPGS2",
147
+ "FSCN2",
148
+ "ZFR",
149
+ "TRAJ20",
150
+ "SPEF1",
151
+ "RAB5B",
152
+ "FCER1G",
153
+ "C1S",
154
+ "ALLC",
155
+ "IDI2",
156
+ "TMEM220",
157
+ "PLCE1",
158
+ "HMGA1P4",
159
+ "G3BP1",
160
+ "CRABP2",
161
+ "VWA5A",
162
+ "TUBB1",
163
+ "ZNF7",
164
+ "RENBP",
165
+ "TWIST1",
166
+ "NCBP2AS2",
167
+ "APEX1",
168
+ "ZNF596",
169
+ "C3AR1",
170
+ "SFTA3",
171
+ "KLRC4",
172
+ "EDEM2",
173
+ "CIMIP5",
174
+ "PTCHD4",
175
+ "TSFM",
176
+ "FOXA2",
177
+ "XPA",
178
+ "SLC13A1",
179
+ "KRTAP9-3",
180
+ "SPTBN2",
181
+ "TYMP",
182
+ "MAP1LC3B2",
183
+ "IGLV1-44",
184
+ "ZGLP1",
185
+ "SELENBP1",
186
+ "ENDOV",
187
+ "CPE",
188
+ "SRSF5",
189
+ "TCF7L1",
190
+ "TRBV5-2",
191
+ "NARF",
192
+ "GDA",
193
+ "CTSE",
194
+ "SIK2",
195
+ "CUEDC2",
196
+ "CD300LF",
197
+ "KISS1",
198
+ "DNAI1",
199
+ "RFX6",
200
+ "PDPR",
201
+ "KCNK12",
202
+ "DLX3",
203
+ "LRATD2",
204
+ "MMUT",
205
+ "PDE6D",
206
+ "MTMR10",
207
+ "WTIP",
208
+ "AP5B1",
209
+ "SUGP1",
210
+ "PAPSS1",
211
+ "ACOT12",
212
+ "ZP2",
213
+ "MIR205",
214
+ "RAB7B",
215
+ "NDUFS8",
216
+ "FAM20B",
217
+ "PTPRR",
218
+ "SLC10A2",
219
+ "PDE6H",
220
+ "NBL1",
221
+ "ACVRL1",
222
+ "NUDT11",
223
+ "NPR2",
224
+ "YEATS2",
225
+ "CYREN",
226
+ "HMGCLL1",
227
+ "OR52K3P",
228
+ "FBN3",
229
+ "HNRNPL",
230
+ "ZBTB33",
231
+ "SLC47A2",
232
+ "CENPQ",
233
+ "GJB3",
234
+ "MEPE",
235
+ "EPHB2",
236
+ "DENND2D",
237
+ "GABRA5",
238
+ "SATB2",
239
+ "MRFAP1",
240
+ "MIR7113",
241
+ "SMIM2-AS1",
242
+ "IGKV1D-37",
243
+ "TRAV36DV7",
244
+ "CTAG1B",
245
+ "TRIM49D1"
246
+ ],
247
+ "Coefficient": [
248
+ -0.09416259511365417,
249
+ -0.07834418346348075,
250
+ -0.07095902063459258,
251
+ 0.06762542788149518,
252
+ 0.06523026246106811,
253
+ -0.0569746074664832,
254
+ -0.05400333730583701,
255
+ 0.04596154273292137,
256
+ -0.045525949130334455,
257
+ 0.04261179920049709,
258
+ 0.042161722977819525,
259
+ 0.04190439025011842,
260
+ 0.040191807940841096,
261
+ 0.039249741765311735,
262
+ -0.03902942524277567,
263
+ 0.03814101549895633,
264
+ 0.03789724095320404,
265
+ 0.03750669936987427,
266
+ -0.03548611203502639,
267
+ -0.035174833294163065,
268
+ -0.03509740831955172,
269
+ 0.03445178700637992,
270
+ -0.034143585761846236,
271
+ -0.033457885648361246,
272
+ 0.03307639646588331,
273
+ -0.03179087995161553,
274
+ 0.031162428683368066,
275
+ 0.030848270070282173,
276
+ -0.030825841526723758,
277
+ 0.030737507354260295,
278
+ -0.02982159579429275,
279
+ 0.029452679893524913,
280
+ 0.029367644720346486,
281
+ 0.02935041842739874,
282
+ 0.028910984067896422,
283
+ -0.028115876783876528,
284
+ 0.027394124136977022,
285
+ -0.027363204571030236,
286
+ -0.026979247972138548,
287
+ -0.026921223496159493,
288
+ -0.02601970567792089,
289
+ -0.025911089328520535,
290
+ 0.025528591629362777,
291
+ 0.02464107042340966,
292
+ 0.02423504699630781,
293
+ 0.024100917164466135,
294
+ 0.023477880099956435,
295
+ -0.023371711934749365,
296
+ -0.023071076770804513,
297
+ -0.02280500383394786,
298
+ 0.022651908929666096,
299
+ -0.022600628530935054,
300
+ 0.021525306484909114,
301
+ -0.021161964664112295,
302
+ 0.02054371413000081,
303
+ -0.020470715229810168,
304
+ 0.020343237995453102,
305
+ 0.020251918285107178,
306
+ 0.02004117777622776,
307
+ 0.019754632216218808,
308
+ 0.019160600848994173,
309
+ 0.018968180966652985,
310
+ 0.018603977811422603,
311
+ 0.01829884322911158,
312
+ 0.018233261658104277,
313
+ 0.01810397259803375,
314
+ -0.017743300402750503,
315
+ 0.017737545797443195,
316
+ 0.01702948792817875,
317
+ 0.016963045678691897,
318
+ -0.016952170636630973,
319
+ -0.016688541166239666,
320
+ -0.016619762118521283,
321
+ -0.016467860700587394,
322
+ 0.01584242235439033,
323
+ -0.015706285111180555,
324
+ 0.015642278584184297,
325
+ 0.015033989191504251,
326
+ 0.014938346781636313,
327
+ -0.014483110116717084,
328
+ 0.014410923336586197,
329
+ -0.014377761095471571,
330
+ -0.014351103200399975,
331
+ -0.01432814710055913,
332
+ 0.014003722333679202,
333
+ -0.01392916901055769,
334
+ -0.013771717496330807,
335
+ 0.013667287138190405,
336
+ 0.01361188835543179,
337
+ 0.013243823730589034,
338
+ -0.013073449310981583,
339
+ 0.01294723507429509,
340
+ 0.01292195087014304,
341
+ -0.012857266362532984,
342
+ -0.012734434024278431,
343
+ -0.012579921031544258,
344
+ 0.012224100404339482,
345
+ -0.012063950383892498,
346
+ 0.01188347038379046,
347
+ -0.011861706712220572,
348
+ -0.011763364033868863,
349
+ -0.011726397650085133,
350
+ 0.011572443743983552,
351
+ -0.011523957717818516,
352
+ 0.011411289265128634,
353
+ -0.011338126209375058,
354
+ 0.011174952300547138,
355
+ 0.011040361783931875,
356
+ -0.010933953602814453,
357
+ 0.010907402261274768,
358
+ 0.010725830628377602,
359
+ 0.010635250343476664,
360
+ 0.01052266843035715,
361
+ -0.010521070234073905,
362
+ -0.01051262969079634,
363
+ -0.01050748449537165,
364
+ -0.01017761619766791,
365
+ 0.00996853304718302,
366
+ 0.009886868739698382,
367
+ -0.009798878424603474,
368
+ 0.009788255137623974,
369
+ -0.009728974609139813,
370
+ 0.009634406353031689,
371
+ -0.009620729780982077,
372
+ -0.009589095441388112,
373
+ 0.009561214515366519,
374
+ 0.009138164505309498,
375
+ 0.009120391320748123,
376
+ -0.0090506408871055,
377
+ -0.008804853734199834,
378
+ -0.008715236479442173,
379
+ 0.008528640190161732,
380
+ 0.008401424923247316,
381
+ 0.00826894669042432,
382
+ -0.008224521342617933,
383
+ -0.008185765235299692,
384
+ 0.007944859033829126,
385
+ -0.007908801980740128,
386
+ 0.007830384047850799,
387
+ 0.00776370465897895,
388
+ 0.007618827704226017,
389
+ -0.007601380272339762,
390
+ 0.007428718596063945,
391
+ -0.007336574189389513,
392
+ 0.007215355082991455,
393
+ -0.0069100543415837315,
394
+ -0.006727690006170135,
395
+ 0.006606362553640627,
396
+ 0.006588117613583961,
397
+ -0.006526740642795588,
398
+ -0.006520121104768828,
399
+ 0.006370523635424482,
400
+ 0.006362501112093002,
401
+ 0.006358797530462063,
402
+ -0.006341871745103244,
403
+ 0.006220377322554413,
404
+ -0.005964266311028461,
405
+ 0.005938171626637693,
406
+ 0.005727038235205833,
407
+ -0.005529008582000463,
408
+ 0.005422680305967109,
409
+ -0.0053749581355028225,
410
+ -0.005365274179788146,
411
+ -0.005246798659275613,
412
+ 0.005018254628230362,
413
+ -0.00487980218536736,
414
+ 0.004759767112966199,
415
+ 0.004755091143929436,
416
+ 0.00470493949951352,
417
+ 0.0046617985853548835,
418
+ 0.004347704409866988,
419
+ 0.0042599789310060485,
420
+ -0.004183266005120743,
421
+ 0.004153000822348644,
422
+ 0.004096136374495591,
423
+ -0.004057173626291361,
424
+ -0.003864220351042142,
425
+ 0.0037820872045621332,
426
+ 0.0037487654362550896,
427
+ 0.003740847485212169,
428
+ 0.0036772658976397168,
429
+ 0.003574417859079632,
430
+ 0.00356410977445445,
431
+ -0.0034016487657951427,
432
+ -0.0033165319915768494,
433
+ -0.0032269549998678536,
434
+ 0.0031115940918230796,
435
+ 0.0029132073476906286,
436
+ -0.002655094288582782,
437
+ 0.002654422308234499,
438
+ -0.0025540249293258188,
439
+ -0.0025022473080864465,
440
+ -0.0023806836243569444,
441
+ 0.0023132787766096973,
442
+ -0.002276563231531918,
443
+ -0.002229844792787151,
444
+ 0.0021458522969685385,
445
+ -0.0020619847651976845,
446
+ -0.002059948161594698,
447
+ -0.0018505018871868264,
448
+ 0.001678579016166247,
449
+ -0.0016464104223589426,
450
+ -0.0015518302750120651,
451
+ 0.0015395288276569728,
452
+ -0.0015374247009797258,
453
+ 0.001523731522192762,
454
+ 0.0014254257683851861,
455
+ -0.0013610879585862223,
456
+ 0.001308098974923121,
457
+ 0.0012993944755583036,
458
+ -0.0011961937486572223,
459
+ -0.0011901252678831985,
460
+ -0.0011194294051968896,
461
+ -0.001094894349029249,
462
+ -0.0009540382642829779,
463
+ -0.0008508914562268187,
464
+ 0.0008436257139348568,
465
+ -0.0008185279327250104,
466
+ -0.0007922084921423008,
467
+ -0.0007442576344097718,
468
+ -0.0007326752890516333,
469
+ 0.0007082599408926264,
470
+ 0.0006190292402715729,
471
+ -0.0005744402262962788,
472
+ 0.0003874936565684401,
473
+ -0.0003796866909896255,
474
+ -0.00030013720306837344,
475
+ -0.0002673283100352859,
476
+ -0.00025217362057675547,
477
+ -0.00024382860346643342,
478
+ -0.00019495174099968897,
479
+ -0.00013196510883947346,
480
+ 0.0001226758382033225,
481
+ 6.588443806179418e-05,
482
+ 6.040042120416638e-05,
483
+ 5.736514955046562e-05,
484
+ -1.2794935333173263e-05,
485
+ -5.035625285012244e-08,
486
+ -9.299951900108967e-16,
487
+ -1.7240247408826765e-16,
488
+ -1.566294817780645e-16,
489
+ 1.3241977265077583e-16
490
+ ],
491
+ "Absolute Coefficient": [
492
+ 0.09416259511365417,
493
+ 0.07834418346348075,
494
+ 0.07095902063459258,
495
+ 0.06762542788149518,
496
+ 0.06523026246106811,
497
+ 0.0569746074664832,
498
+ 0.05400333730583701,
499
+ 0.04596154273292137,
500
+ 0.045525949130334455,
501
+ 0.04261179920049709,
502
+ 0.042161722977819525,
503
+ 0.04190439025011842,
504
+ 0.040191807940841096,
505
+ 0.039249741765311735,
506
+ 0.03902942524277567,
507
+ 0.03814101549895633,
508
+ 0.03789724095320404,
509
+ 0.03750669936987427,
510
+ 0.03548611203502639,
511
+ 0.035174833294163065,
512
+ 0.03509740831955172,
513
+ 0.03445178700637992,
514
+ 0.034143585761846236,
515
+ 0.033457885648361246,
516
+ 0.03307639646588331,
517
+ 0.03179087995161553,
518
+ 0.031162428683368066,
519
+ 0.030848270070282173,
520
+ 0.030825841526723758,
521
+ 0.030737507354260295,
522
+ 0.02982159579429275,
523
+ 0.029452679893524913,
524
+ 0.029367644720346486,
525
+ 0.02935041842739874,
526
+ 0.028910984067896422,
527
+ 0.028115876783876528,
528
+ 0.027394124136977022,
529
+ 0.027363204571030236,
530
+ 0.026979247972138548,
531
+ 0.026921223496159493,
532
+ 0.02601970567792089,
533
+ 0.025911089328520535,
534
+ 0.025528591629362777,
535
+ 0.02464107042340966,
536
+ 0.02423504699630781,
537
+ 0.024100917164466135,
538
+ 0.023477880099956435,
539
+ 0.023371711934749365,
540
+ 0.023071076770804513,
541
+ 0.02280500383394786,
542
+ 0.022651908929666096,
543
+ 0.022600628530935054,
544
+ 0.021525306484909114,
545
+ 0.021161964664112295,
546
+ 0.02054371413000081,
547
+ 0.020470715229810168,
548
+ 0.020343237995453102,
549
+ 0.020251918285107178,
550
+ 0.02004117777622776,
551
+ 0.019754632216218808,
552
+ 0.019160600848994173,
553
+ 0.018968180966652985,
554
+ 0.018603977811422603,
555
+ 0.01829884322911158,
556
+ 0.018233261658104277,
557
+ 0.01810397259803375,
558
+ 0.017743300402750503,
559
+ 0.017737545797443195,
560
+ 0.01702948792817875,
561
+ 0.016963045678691897,
562
+ 0.016952170636630973,
563
+ 0.016688541166239666,
564
+ 0.016619762118521283,
565
+ 0.016467860700587394,
566
+ 0.01584242235439033,
567
+ 0.015706285111180555,
568
+ 0.015642278584184297,
569
+ 0.015033989191504251,
570
+ 0.014938346781636313,
571
+ 0.014483110116717084,
572
+ 0.014410923336586197,
573
+ 0.014377761095471571,
574
+ 0.014351103200399975,
575
+ 0.01432814710055913,
576
+ 0.014003722333679202,
577
+ 0.01392916901055769,
578
+ 0.013771717496330807,
579
+ 0.013667287138190405,
580
+ 0.01361188835543179,
581
+ 0.013243823730589034,
582
+ 0.013073449310981583,
583
+ 0.01294723507429509,
584
+ 0.01292195087014304,
585
+ 0.012857266362532984,
586
+ 0.012734434024278431,
587
+ 0.012579921031544258,
588
+ 0.012224100404339482,
589
+ 0.012063950383892498,
590
+ 0.01188347038379046,
591
+ 0.011861706712220572,
592
+ 0.011763364033868863,
593
+ 0.011726397650085133,
594
+ 0.011572443743983552,
595
+ 0.011523957717818516,
596
+ 0.011411289265128634,
597
+ 0.011338126209375058,
598
+ 0.011174952300547138,
599
+ 0.011040361783931875,
600
+ 0.010933953602814453,
601
+ 0.010907402261274768,
602
+ 0.010725830628377602,
603
+ 0.010635250343476664,
604
+ 0.01052266843035715,
605
+ 0.010521070234073905,
606
+ 0.01051262969079634,
607
+ 0.01050748449537165,
608
+ 0.01017761619766791,
609
+ 0.00996853304718302,
610
+ 0.009886868739698382,
611
+ 0.009798878424603474,
612
+ 0.009788255137623974,
613
+ 0.009728974609139813,
614
+ 0.009634406353031689,
615
+ 0.009620729780982077,
616
+ 0.009589095441388112,
617
+ 0.009561214515366519,
618
+ 0.009138164505309498,
619
+ 0.009120391320748123,
620
+ 0.0090506408871055,
621
+ 0.008804853734199834,
622
+ 0.008715236479442173,
623
+ 0.008528640190161732,
624
+ 0.008401424923247316,
625
+ 0.00826894669042432,
626
+ 0.008224521342617933,
627
+ 0.008185765235299692,
628
+ 0.007944859033829126,
629
+ 0.007908801980740128,
630
+ 0.007830384047850799,
631
+ 0.00776370465897895,
632
+ 0.007618827704226017,
633
+ 0.007601380272339762,
634
+ 0.007428718596063945,
635
+ 0.007336574189389513,
636
+ 0.007215355082991455,
637
+ 0.0069100543415837315,
638
+ 0.006727690006170135,
639
+ 0.006606362553640627,
640
+ 0.006588117613583961,
641
+ 0.006526740642795588,
642
+ 0.006520121104768828,
643
+ 0.006370523635424482,
644
+ 0.006362501112093002,
645
+ 0.006358797530462063,
646
+ 0.006341871745103244,
647
+ 0.006220377322554413,
648
+ 0.005964266311028461,
649
+ 0.005938171626637693,
650
+ 0.005727038235205833,
651
+ 0.005529008582000463,
652
+ 0.005422680305967109,
653
+ 0.0053749581355028225,
654
+ 0.005365274179788146,
655
+ 0.005246798659275613,
656
+ 0.005018254628230362,
657
+ 0.00487980218536736,
658
+ 0.004759767112966199,
659
+ 0.004755091143929436,
660
+ 0.00470493949951352,
661
+ 0.0046617985853548835,
662
+ 0.004347704409866988,
663
+ 0.0042599789310060485,
664
+ 0.004183266005120743,
665
+ 0.004153000822348644,
666
+ 0.004096136374495591,
667
+ 0.004057173626291361,
668
+ 0.003864220351042142,
669
+ 0.0037820872045621332,
670
+ 0.0037487654362550896,
671
+ 0.003740847485212169,
672
+ 0.0036772658976397168,
673
+ 0.003574417859079632,
674
+ 0.00356410977445445,
675
+ 0.0034016487657951427,
676
+ 0.0033165319915768494,
677
+ 0.0032269549998678536,
678
+ 0.0031115940918230796,
679
+ 0.0029132073476906286,
680
+ 0.002655094288582782,
681
+ 0.002654422308234499,
682
+ 0.0025540249293258188,
683
+ 0.0025022473080864465,
684
+ 0.0023806836243569444,
685
+ 0.0023132787766096973,
686
+ 0.002276563231531918,
687
+ 0.002229844792787151,
688
+ 0.0021458522969685385,
689
+ 0.0020619847651976845,
690
+ 0.002059948161594698,
691
+ 0.0018505018871868264,
692
+ 0.001678579016166247,
693
+ 0.0016464104223589426,
694
+ 0.0015518302750120651,
695
+ 0.0015395288276569728,
696
+ 0.0015374247009797258,
697
+ 0.001523731522192762,
698
+ 0.0014254257683851861,
699
+ 0.0013610879585862223,
700
+ 0.001308098974923121,
701
+ 0.0012993944755583036,
702
+ 0.0011961937486572223,
703
+ 0.0011901252678831985,
704
+ 0.0011194294051968896,
705
+ 0.001094894349029249,
706
+ 0.0009540382642829779,
707
+ 0.0008508914562268187,
708
+ 0.0008436257139348568,
709
+ 0.0008185279327250104,
710
+ 0.0007922084921423008,
711
+ 0.0007442576344097718,
712
+ 0.0007326752890516333,
713
+ 0.0007082599408926264,
714
+ 0.0006190292402715729,
715
+ 0.0005744402262962788,
716
+ 0.0003874936565684401,
717
+ 0.0003796866909896255,
718
+ 0.00030013720306837344,
719
+ 0.0002673283100352859,
720
+ 0.00025217362057675547,
721
+ 0.00024382860346643342,
722
+ 0.00019495174099968897,
723
+ 0.00013196510883947346,
724
+ 0.0001226758382033225,
725
+ 6.588443806179418e-05,
726
+ 6.040042120416638e-05,
727
+ 5.736514955046562e-05,
728
+ 1.2794935333173263e-05,
729
+ 5.035625285012244e-08,
730
+ 9.299951900108967e-16,
731
+ 1.7240247408826765e-16,
732
+ 1.566294817780645e-16,
733
+ 1.3241977265077583e-16
734
+ ]
735
+ },
736
+ "cv_performance": {
737
+ "prediction": {
738
+ "accuracy": 76.00000000000001,
739
+ "precision": 74.45434614882626,
740
+ "recall": 97.2811059907834,
741
+ "f1": 84.20948826063916
742
+ },
743
+ "selection": {
744
+ "precision": 0.6778711484593838,
745
+ "recall": 1.917808219178082,
746
+ "f1": 1.0016455970710925,
747
+ "jaccard": 0.5051948051948052
748
+ }
749
+ }
750
+ }
p3/regress/Huntingtons_Disease/significant_genes_condition_Gender.json ADDED
@@ -0,0 +1,768 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "significant_genes": {
3
+ "Variable": [
4
+ "CTAG1A",
5
+ "FGF7P6",
6
+ "NDUFB11",
7
+ "CAST",
8
+ "BNIP3L",
9
+ "RBM10",
10
+ "SLC35A3",
11
+ "LMTK3",
12
+ "ZIC1",
13
+ "IFITM2",
14
+ "NEUROD2",
15
+ "GABPB1-AS1",
16
+ "C15orf40",
17
+ "SART3",
18
+ "SOX15",
19
+ "RTF2",
20
+ "FBXL2",
21
+ "USP10",
22
+ "TTYH1",
23
+ "LHCGR",
24
+ "CCS",
25
+ "NIPA2",
26
+ "FAM187B",
27
+ "ZNF662",
28
+ "SKIC3",
29
+ "PPM1L",
30
+ "MPV17L",
31
+ "CYP2C19",
32
+ "CAV1",
33
+ "PDCL",
34
+ "MARCHF10",
35
+ "SELENOM",
36
+ "GTPBP10",
37
+ "IGKV1-37",
38
+ "CCP110",
39
+ "NPEPL1",
40
+ "ZNF552",
41
+ "TTI1",
42
+ "MEA1",
43
+ "IGSF10",
44
+ "LDOC1",
45
+ "FAM169A",
46
+ "FHIP1A",
47
+ "AHCTF1P1",
48
+ "STX18",
49
+ "ABLIM2",
50
+ "CUTALP",
51
+ "COL11A1",
52
+ "ERGIC1",
53
+ "STX12",
54
+ "KLHL14",
55
+ "NPY",
56
+ "KDR",
57
+ "ZNF843",
58
+ "SLC43A2",
59
+ "GXYLT2",
60
+ "TRMT12",
61
+ "ZNF528",
62
+ "ALKBH4",
63
+ "LEMD2",
64
+ "RN7SKP150",
65
+ "MLNR",
66
+ "GNG5",
67
+ "KCNJ1",
68
+ "FBXO28",
69
+ "LAMP3",
70
+ "RASSF2",
71
+ "AURKC",
72
+ "GRIK1",
73
+ "TRIM48",
74
+ "PDZD9",
75
+ "PYCR3",
76
+ "CAPN11",
77
+ "METTL21EP",
78
+ "MGRN1",
79
+ "TENM4",
80
+ "EIF4A2",
81
+ "TMEM40",
82
+ "PPP5D1P",
83
+ "FIGN",
84
+ "SCARF1",
85
+ "PEX6",
86
+ "OMA1",
87
+ "MIR4691",
88
+ "NUP35",
89
+ "MSTO2P",
90
+ "PPP1R10",
91
+ "PDPR",
92
+ "ZUP1",
93
+ "L2HGDH",
94
+ "ADGRG7",
95
+ "RAB5B",
96
+ "SFRP5",
97
+ "PTPN1",
98
+ "TPTE",
99
+ "LRP5",
100
+ "FCN2",
101
+ "KIF1B",
102
+ "COL11A2",
103
+ "RAB40C",
104
+ "CSTF1",
105
+ "CEP290",
106
+ "CHP1",
107
+ "MIR21",
108
+ "GSR",
109
+ "C17orf99",
110
+ "SLC25A15",
111
+ "FAM181A",
112
+ "IL13",
113
+ "ADAMTSL1",
114
+ "TTTY7B",
115
+ "NEUROD1",
116
+ "CRABP2",
117
+ "HSD11B2",
118
+ "HHLA2",
119
+ "RNF13",
120
+ "AQP7",
121
+ "FCER1G",
122
+ "KRTAP4-2",
123
+ "CCR7",
124
+ "FAF2",
125
+ "TPGS2",
126
+ "GAGE1",
127
+ "TRAJ20",
128
+ "TLL1",
129
+ "FSCN2",
130
+ "EDEM2",
131
+ "TMEM262",
132
+ "UPK2",
133
+ "PTCHD4",
134
+ "SRSF5",
135
+ "PHYH",
136
+ "ALLC",
137
+ "ZNF596",
138
+ "RCOR1",
139
+ "B3GNT3",
140
+ "VWA5A",
141
+ "ADIPOQ",
142
+ "SPAG8",
143
+ "TAS2R50",
144
+ "IGLV1-44",
145
+ "CYP1B1-AS1",
146
+ "TRBV5-2",
147
+ "G3BP1",
148
+ "NCBP2AS2",
149
+ "ZFR",
150
+ "ZSCAN1",
151
+ "ZKSCAN1",
152
+ "DDX17",
153
+ "XAB2",
154
+ "KRTAP9-3",
155
+ "CTSE",
156
+ "TCF20",
157
+ "ZNF281",
158
+ "ALAS2",
159
+ "CGNL1",
160
+ "MIR205",
161
+ "PRSS2",
162
+ "USPL1",
163
+ "XPA",
164
+ "PAX7",
165
+ "PYGB",
166
+ "RBAKDN",
167
+ "FAM161A",
168
+ "CPE",
169
+ "MAB21L3",
170
+ "TUBB1",
171
+ "SPTBN2",
172
+ "SFTA3",
173
+ "SUGP1",
174
+ "NPM1P22",
175
+ "CENPQ",
176
+ "GDA",
177
+ "HMGA1P4",
178
+ "SLC13A1",
179
+ "SPEF1",
180
+ "MMUT",
181
+ "DRG1",
182
+ "BBS9",
183
+ "ZNF7",
184
+ "ZBTB24",
185
+ "GJB3",
186
+ "PLCE1",
187
+ "PDE6D",
188
+ "SIK2",
189
+ "C1S",
190
+ "C3AR1",
191
+ "ASXL2",
192
+ "AP5B1",
193
+ "KISS1",
194
+ "MRFAP1",
195
+ "METTL25B",
196
+ "PTPRR",
197
+ "TCF7L1",
198
+ "TSFM",
199
+ "NARF",
200
+ "CIMIP5",
201
+ "RDH11",
202
+ "LRATD2",
203
+ "ANKRD27",
204
+ "PFDN4",
205
+ "NFATC4",
206
+ "RFX6",
207
+ "EPHB2",
208
+ "NDUFS8",
209
+ "ENDOV",
210
+ "KLRC4",
211
+ "KCNK12",
212
+ "MTMR10",
213
+ "IDI2",
214
+ "TYMP",
215
+ "WASF3",
216
+ "YEATS2",
217
+ "DNAI1",
218
+ "SNHG10",
219
+ "APEX1",
220
+ "MCHR2-AS1",
221
+ "MAP1LC3B2",
222
+ "XG",
223
+ "APOBEC3C",
224
+ "FAM53B-AS1",
225
+ "RNF39",
226
+ "SLC7A14",
227
+ "NPR2",
228
+ "ACOT12",
229
+ "CCDC154",
230
+ "SYNPO2L",
231
+ "ZNF28",
232
+ "GJB2",
233
+ "MOGS",
234
+ "SLC47A2",
235
+ "TMEM220",
236
+ "DENND2D",
237
+ "TMTC4",
238
+ "NUDT11",
239
+ "ZGLP1",
240
+ "PCSK1",
241
+ "SELENBP1",
242
+ "PDE7B",
243
+ "IMMT",
244
+ "ZBTB33",
245
+ "NBL1",
246
+ "MIR7113",
247
+ "TRIR",
248
+ "IGKV1D-37",
249
+ "CTAG1B",
250
+ "TRIM49D1",
251
+ "TRIM49D2"
252
+ ],
253
+ "Coefficient": [
254
+ -0.09054255634601589,
255
+ -0.0782912295149141,
256
+ -0.07382272536757935,
257
+ 0.06849715736512971,
258
+ 0.06751561319852599,
259
+ -0.05636844875986572,
260
+ -0.051913047912894264,
261
+ 0.044695001497165196,
262
+ 0.04462954941680082,
263
+ 0.04355339074874519,
264
+ 0.04194956079176015,
265
+ 0.04130845222376193,
266
+ -0.041047726429849954,
267
+ 0.038973194402230585,
268
+ -0.03877953967139663,
269
+ -0.037573995914196696,
270
+ -0.03629717107156942,
271
+ 0.034589696104250466,
272
+ 0.034038841765541596,
273
+ -0.03368654531796424,
274
+ -0.032932284344099776,
275
+ 0.032749118168759805,
276
+ -0.031887729282975404,
277
+ 0.03153953530435714,
278
+ 0.031318411088613586,
279
+ 0.030783539003646315,
280
+ 0.030046546574840502,
281
+ -0.029842797216824573,
282
+ -0.029698718291338543,
283
+ 0.02958664635874291,
284
+ 0.029239281109269936,
285
+ 0.029050594397653017,
286
+ -0.02843633831588766,
287
+ -0.02826188506775322,
288
+ -0.027990973456313753,
289
+ 0.02791022495020957,
290
+ -0.02705411273899157,
291
+ -0.02669648904393418,
292
+ -0.026642290328164477,
293
+ -0.026486540789687346,
294
+ 0.026097606190048295,
295
+ 0.02601197876454709,
296
+ -0.025824090435389864,
297
+ 0.0251575666987105,
298
+ -0.0250792448576481,
299
+ 0.02491715708409751,
300
+ 0.023411282309146568,
301
+ -0.02338217023161862,
302
+ 0.023012979925897774,
303
+ 0.022582966755172056,
304
+ 0.022277385856490122,
305
+ -0.021736300328396664,
306
+ 0.02093631617488333,
307
+ 0.020814388706527978,
308
+ 0.02065477742228487,
309
+ 0.020383506260173778,
310
+ 0.020061739885346055,
311
+ 0.020058505909901776,
312
+ -0.019463578030779378,
313
+ -0.018861249488388573,
314
+ -0.018615663319760656,
315
+ 0.018225006294631408,
316
+ 0.01817731370312377,
317
+ -0.018037196608102646,
318
+ -0.017978306425986232,
319
+ 0.017833048143363603,
320
+ 0.017729463927397673,
321
+ -0.01768714074993442,
322
+ 0.01746788010351456,
323
+ 0.01711886983654816,
324
+ -0.016885673910553612,
325
+ 0.01681543903904333,
326
+ -0.01659732764356803,
327
+ 0.016472232655344067,
328
+ -0.016379526187976987,
329
+ 0.016315240286019026,
330
+ 0.0161491340991989,
331
+ -0.01574042231925635,
332
+ 0.015323767964021696,
333
+ 0.015216985661953954,
334
+ 0.01520481616452747,
335
+ 0.015139924741418422,
336
+ -0.014961069603694789,
337
+ -0.014676292543123082,
338
+ -0.014508299076116584,
339
+ 0.014471532028940897,
340
+ 0.014304235553659847,
341
+ 0.014165859004308187,
342
+ -0.014137265250921745,
343
+ -0.013651323343628816,
344
+ 0.013211883672120808,
345
+ 0.013109543365164046,
346
+ -0.013052121337772367,
347
+ 0.013028015392571306,
348
+ -0.012930904304483607,
349
+ 0.012913225007975426,
350
+ 0.012888789764562309,
351
+ 0.012858261686726182,
352
+ -0.01240664046660339,
353
+ 0.012227096552473197,
354
+ -0.012209476436771538,
355
+ 0.0121628887515901,
356
+ 0.01156057590249503,
357
+ 0.011496672293883896,
358
+ -0.011358520524468497,
359
+ 0.011144977012070878,
360
+ 0.011044216513720933,
361
+ -0.010882846849047485,
362
+ 0.01082654317775771,
363
+ -0.010574580165689726,
364
+ -0.010477032084733096,
365
+ -0.010278650512106654,
366
+ -0.010251228197591477,
367
+ -0.010173675918616044,
368
+ -0.010050361767963277,
369
+ 0.01002220347706423,
370
+ 0.009974139208545754,
371
+ 0.009953023756228935,
372
+ -0.009760735578983002,
373
+ 0.00974615649751818,
374
+ 0.009705468615633232,
375
+ 0.009649443023287789,
376
+ 0.009632348377666054,
377
+ -0.009610287060985536,
378
+ -0.009161003128084029,
379
+ -0.009156330060370229,
380
+ 0.00898438553958047,
381
+ -0.008869907741460624,
382
+ -0.00879369184257987,
383
+ 0.008570115101200773,
384
+ -0.008254247873836067,
385
+ 0.008179424009031282,
386
+ -0.007957928559536852,
387
+ 0.00782890010972613,
388
+ -0.007792860648314586,
389
+ 0.007774757807233441,
390
+ 0.007547857848653853,
391
+ 0.0075177956432928225,
392
+ 0.007511922348269392,
393
+ 0.007201188521150571,
394
+ 0.0070798342979018335,
395
+ -0.00706897041360533,
396
+ 0.007026297061794545,
397
+ 0.0069725859772110915,
398
+ -0.006897214463576009,
399
+ 0.006825880546425856,
400
+ -0.006776959007125731,
401
+ 0.006666119848542089,
402
+ 0.0066169609781077275,
403
+ -0.0065501219469048366,
404
+ -0.006485597994187508,
405
+ 0.00630883374165042,
406
+ -0.006268585341390126,
407
+ 0.006213937509117541,
408
+ -0.0061096630474117095,
409
+ 0.005742346400789273,
410
+ 0.0057273474928481085,
411
+ 0.00553098097031554,
412
+ 0.005507058361593614,
413
+ 0.00542207411153851,
414
+ -0.005238561547981823,
415
+ 0.005101771450107948,
416
+ -0.005071958735311786,
417
+ -0.004985460041014781,
418
+ -0.004940502152066888,
419
+ -0.004757506519495163,
420
+ 0.004726995449806926,
421
+ -0.0046196665133564465,
422
+ 0.004562653239098921,
423
+ 0.00445402904705074,
424
+ -0.00440125399917284,
425
+ -0.004289391545631567,
426
+ -0.004285962891065501,
427
+ -0.004095496682569272,
428
+ 0.0040920974163147624,
429
+ -0.003921334869456546,
430
+ 0.003789457071922419,
431
+ -0.0037488445102256737,
432
+ 0.003743881352845137,
433
+ -0.003741428554588566,
434
+ 0.003646180512881217,
435
+ -0.00358442347062058,
436
+ 0.003509692222816314,
437
+ -0.0034049773958235905,
438
+ -0.003244250868470492,
439
+ -0.003157694222816798,
440
+ -0.0031262638362647725,
441
+ 0.0031258442877208966,
442
+ -0.003071923953765837,
443
+ 0.00276212509103121,
444
+ 0.002690168020786854,
445
+ -0.0025493414807583087,
446
+ -0.0025192913582154394,
447
+ -0.002419064092297291,
448
+ 0.0022592236967110303,
449
+ 0.002077297809391406,
450
+ 0.001997136898348204,
451
+ -0.0019214795904785751,
452
+ -0.0018917849684864517,
453
+ -0.0018836560726727695,
454
+ -0.0018746280963919744,
455
+ -0.0016779971720141504,
456
+ -0.0016633497948306836,
457
+ -0.001660239126740683,
458
+ -0.001614882651104422,
459
+ 0.0014246691042196777,
460
+ 0.0013492353466120993,
461
+ -0.001276681596811728,
462
+ -0.0010615078328965915,
463
+ 0.001000950615004288,
464
+ 0.0009982667690021543,
465
+ -0.0009659737970373556,
466
+ -0.000920946814069264,
467
+ -0.0008021389905525199,
468
+ 0.0007855769686521178,
469
+ -0.0006964354588178151,
470
+ -0.0006562410741928632,
471
+ 0.0006367239613978402,
472
+ -0.0006273694802210285,
473
+ 0.0005652126648664428,
474
+ -0.0005141555357428079,
475
+ 0.0005018570018652144,
476
+ 0.00047681453635279637,
477
+ -0.0004655815702727571,
478
+ -0.0004523664489363166,
479
+ -0.00044604274011211944,
480
+ 0.00044222806746350415,
481
+ 0.0004200415885212523,
482
+ 0.0004071593216485706,
483
+ 0.00040402261376249404,
484
+ -0.0003093085078001694,
485
+ 0.0003092961451271783,
486
+ 0.00024049175784411414,
487
+ 0.00021062667252942443,
488
+ -0.00011841985572348982,
489
+ 0.00011084454135123837,
490
+ 6.853218211196966e-05,
491
+ 6.75910725415008e-05,
492
+ -5.822868333657674e-05,
493
+ 3.628407794766324e-05,
494
+ -2.728128343474621e-05,
495
+ 1.051277085037982e-05,
496
+ -9.912288848461745e-06,
497
+ -9.904959984515531e-06,
498
+ -8.827984843385058e-16,
499
+ -4.877400490341134e-16,
500
+ 1.467255098623555e-18,
501
+ 2.4454251643725917e-19
502
+ ],
503
+ "Absolute Coefficient": [
504
+ 0.09054255634601589,
505
+ 0.0782912295149141,
506
+ 0.07382272536757935,
507
+ 0.06849715736512971,
508
+ 0.06751561319852599,
509
+ 0.05636844875986572,
510
+ 0.051913047912894264,
511
+ 0.044695001497165196,
512
+ 0.04462954941680082,
513
+ 0.04355339074874519,
514
+ 0.04194956079176015,
515
+ 0.04130845222376193,
516
+ 0.041047726429849954,
517
+ 0.038973194402230585,
518
+ 0.03877953967139663,
519
+ 0.037573995914196696,
520
+ 0.03629717107156942,
521
+ 0.034589696104250466,
522
+ 0.034038841765541596,
523
+ 0.03368654531796424,
524
+ 0.032932284344099776,
525
+ 0.032749118168759805,
526
+ 0.031887729282975404,
527
+ 0.03153953530435714,
528
+ 0.031318411088613586,
529
+ 0.030783539003646315,
530
+ 0.030046546574840502,
531
+ 0.029842797216824573,
532
+ 0.029698718291338543,
533
+ 0.02958664635874291,
534
+ 0.029239281109269936,
535
+ 0.029050594397653017,
536
+ 0.02843633831588766,
537
+ 0.02826188506775322,
538
+ 0.027990973456313753,
539
+ 0.02791022495020957,
540
+ 0.02705411273899157,
541
+ 0.02669648904393418,
542
+ 0.026642290328164477,
543
+ 0.026486540789687346,
544
+ 0.026097606190048295,
545
+ 0.02601197876454709,
546
+ 0.025824090435389864,
547
+ 0.0251575666987105,
548
+ 0.0250792448576481,
549
+ 0.02491715708409751,
550
+ 0.023411282309146568,
551
+ 0.02338217023161862,
552
+ 0.023012979925897774,
553
+ 0.022582966755172056,
554
+ 0.022277385856490122,
555
+ 0.021736300328396664,
556
+ 0.02093631617488333,
557
+ 0.020814388706527978,
558
+ 0.02065477742228487,
559
+ 0.020383506260173778,
560
+ 0.020061739885346055,
561
+ 0.020058505909901776,
562
+ 0.019463578030779378,
563
+ 0.018861249488388573,
564
+ 0.018615663319760656,
565
+ 0.018225006294631408,
566
+ 0.01817731370312377,
567
+ 0.018037196608102646,
568
+ 0.017978306425986232,
569
+ 0.017833048143363603,
570
+ 0.017729463927397673,
571
+ 0.01768714074993442,
572
+ 0.01746788010351456,
573
+ 0.01711886983654816,
574
+ 0.016885673910553612,
575
+ 0.01681543903904333,
576
+ 0.01659732764356803,
577
+ 0.016472232655344067,
578
+ 0.016379526187976987,
579
+ 0.016315240286019026,
580
+ 0.0161491340991989,
581
+ 0.01574042231925635,
582
+ 0.015323767964021696,
583
+ 0.015216985661953954,
584
+ 0.01520481616452747,
585
+ 0.015139924741418422,
586
+ 0.014961069603694789,
587
+ 0.014676292543123082,
588
+ 0.014508299076116584,
589
+ 0.014471532028940897,
590
+ 0.014304235553659847,
591
+ 0.014165859004308187,
592
+ 0.014137265250921745,
593
+ 0.013651323343628816,
594
+ 0.013211883672120808,
595
+ 0.013109543365164046,
596
+ 0.013052121337772367,
597
+ 0.013028015392571306,
598
+ 0.012930904304483607,
599
+ 0.012913225007975426,
600
+ 0.012888789764562309,
601
+ 0.012858261686726182,
602
+ 0.01240664046660339,
603
+ 0.012227096552473197,
604
+ 0.012209476436771538,
605
+ 0.0121628887515901,
606
+ 0.01156057590249503,
607
+ 0.011496672293883896,
608
+ 0.011358520524468497,
609
+ 0.011144977012070878,
610
+ 0.011044216513720933,
611
+ 0.010882846849047485,
612
+ 0.01082654317775771,
613
+ 0.010574580165689726,
614
+ 0.010477032084733096,
615
+ 0.010278650512106654,
616
+ 0.010251228197591477,
617
+ 0.010173675918616044,
618
+ 0.010050361767963277,
619
+ 0.01002220347706423,
620
+ 0.009974139208545754,
621
+ 0.009953023756228935,
622
+ 0.009760735578983002,
623
+ 0.00974615649751818,
624
+ 0.009705468615633232,
625
+ 0.009649443023287789,
626
+ 0.009632348377666054,
627
+ 0.009610287060985536,
628
+ 0.009161003128084029,
629
+ 0.009156330060370229,
630
+ 0.00898438553958047,
631
+ 0.008869907741460624,
632
+ 0.00879369184257987,
633
+ 0.008570115101200773,
634
+ 0.008254247873836067,
635
+ 0.008179424009031282,
636
+ 0.007957928559536852,
637
+ 0.00782890010972613,
638
+ 0.007792860648314586,
639
+ 0.007774757807233441,
640
+ 0.007547857848653853,
641
+ 0.0075177956432928225,
642
+ 0.007511922348269392,
643
+ 0.007201188521150571,
644
+ 0.0070798342979018335,
645
+ 0.00706897041360533,
646
+ 0.007026297061794545,
647
+ 0.0069725859772110915,
648
+ 0.006897214463576009,
649
+ 0.006825880546425856,
650
+ 0.006776959007125731,
651
+ 0.006666119848542089,
652
+ 0.0066169609781077275,
653
+ 0.0065501219469048366,
654
+ 0.006485597994187508,
655
+ 0.00630883374165042,
656
+ 0.006268585341390126,
657
+ 0.006213937509117541,
658
+ 0.0061096630474117095,
659
+ 0.005742346400789273,
660
+ 0.0057273474928481085,
661
+ 0.00553098097031554,
662
+ 0.005507058361593614,
663
+ 0.00542207411153851,
664
+ 0.005238561547981823,
665
+ 0.005101771450107948,
666
+ 0.005071958735311786,
667
+ 0.004985460041014781,
668
+ 0.004940502152066888,
669
+ 0.004757506519495163,
670
+ 0.004726995449806926,
671
+ 0.0046196665133564465,
672
+ 0.004562653239098921,
673
+ 0.00445402904705074,
674
+ 0.00440125399917284,
675
+ 0.004289391545631567,
676
+ 0.004285962891065501,
677
+ 0.004095496682569272,
678
+ 0.0040920974163147624,
679
+ 0.003921334869456546,
680
+ 0.003789457071922419,
681
+ 0.0037488445102256737,
682
+ 0.003743881352845137,
683
+ 0.003741428554588566,
684
+ 0.003646180512881217,
685
+ 0.00358442347062058,
686
+ 0.003509692222816314,
687
+ 0.0034049773958235905,
688
+ 0.003244250868470492,
689
+ 0.003157694222816798,
690
+ 0.0031262638362647725,
691
+ 0.0031258442877208966,
692
+ 0.003071923953765837,
693
+ 0.00276212509103121,
694
+ 0.002690168020786854,
695
+ 0.0025493414807583087,
696
+ 0.0025192913582154394,
697
+ 0.002419064092297291,
698
+ 0.0022592236967110303,
699
+ 0.002077297809391406,
700
+ 0.001997136898348204,
701
+ 0.0019214795904785751,
702
+ 0.0018917849684864517,
703
+ 0.0018836560726727695,
704
+ 0.0018746280963919744,
705
+ 0.0016779971720141504,
706
+ 0.0016633497948306836,
707
+ 0.001660239126740683,
708
+ 0.001614882651104422,
709
+ 0.0014246691042196777,
710
+ 0.0013492353466120993,
711
+ 0.001276681596811728,
712
+ 0.0010615078328965915,
713
+ 0.001000950615004288,
714
+ 0.0009982667690021543,
715
+ 0.0009659737970373556,
716
+ 0.000920946814069264,
717
+ 0.0008021389905525199,
718
+ 0.0007855769686521178,
719
+ 0.0006964354588178151,
720
+ 0.0006562410741928632,
721
+ 0.0006367239613978402,
722
+ 0.0006273694802210285,
723
+ 0.0005652126648664428,
724
+ 0.0005141555357428079,
725
+ 0.0005018570018652144,
726
+ 0.00047681453635279637,
727
+ 0.0004655815702727571,
728
+ 0.0004523664489363166,
729
+ 0.00044604274011211944,
730
+ 0.00044222806746350415,
731
+ 0.0004200415885212523,
732
+ 0.0004071593216485706,
733
+ 0.00040402261376249404,
734
+ 0.0003093085078001694,
735
+ 0.0003092961451271783,
736
+ 0.00024049175784411414,
737
+ 0.00021062667252942443,
738
+ 0.00011841985572348982,
739
+ 0.00011084454135123837,
740
+ 6.853218211196966e-05,
741
+ 6.75910725415008e-05,
742
+ 5.822868333657674e-05,
743
+ 3.628407794766324e-05,
744
+ 2.728128343474621e-05,
745
+ 1.051277085037982e-05,
746
+ 9.912288848461745e-06,
747
+ 9.904959984515531e-06,
748
+ 8.827984843385058e-16,
749
+ 4.877400490341134e-16,
750
+ 1.467255098623555e-18,
751
+ 2.4454251643725917e-19
752
+ ]
753
+ },
754
+ "cv_performance": {
755
+ "prediction": {
756
+ "accuracy": 76.44444444444444,
757
+ "precision": 74.61081841056168,
758
+ "recall": 97.99539170506912,
759
+ "f1": 84.57312462427551
760
+ },
761
+ "selection": {
762
+ "precision": 0.6878748744439662,
763
+ "recall": 1.917808219178082,
764
+ "f1": 1.0125208125208123,
765
+ "jaccard": 0.5107281207298524
766
+ }
767
+ }
768
+ }
p3/regress/Huntingtons_Disease/significant_genes_condition_Hypertension.json ADDED
@@ -0,0 +1,786 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "significant_genes": {
3
+ "Variable": [
4
+ "CTAG1A",
5
+ "CAST",
6
+ "NDUFB11",
7
+ "FGF7P6",
8
+ "BNIP3L",
9
+ "SLC35A3",
10
+ "RBM10",
11
+ "IFITM2",
12
+ "RTF2",
13
+ "NEUROD2",
14
+ "LMTK3",
15
+ "ZIC1",
16
+ "GABPB1-AS1",
17
+ "USP10",
18
+ "SOX15",
19
+ "MPV17L",
20
+ "FAM187B",
21
+ "SART3",
22
+ "ZNF552",
23
+ "CAV1",
24
+ "MARCHF10",
25
+ "CUTALP",
26
+ "FBXL2",
27
+ "C15orf40",
28
+ "SKIC3",
29
+ "LHCGR",
30
+ "NIPA2",
31
+ "TTYH1",
32
+ "SELENOM",
33
+ "CCP110",
34
+ "PPM1L",
35
+ "CCR7",
36
+ "TTI1",
37
+ "ZNF662",
38
+ "IGKV1-37",
39
+ "TRMT12",
40
+ "NPEPL1",
41
+ "CYP2C19",
42
+ "PDCL",
43
+ "CCS",
44
+ "KLHL14",
45
+ "RAB40C",
46
+ "ZNF528",
47
+ "ABLIM2",
48
+ "RN7SKP150",
49
+ "FHIP1A",
50
+ "COL11A1",
51
+ "AHCTF1P1",
52
+ "EIF4A2",
53
+ "G3BP1",
54
+ "NEUROD1",
55
+ "IGSF10",
56
+ "RCOR1",
57
+ "C17orf99",
58
+ "ZNF843",
59
+ "GTPBP10",
60
+ "UPK2",
61
+ "NPY",
62
+ "SFRP5",
63
+ "PPP5D1P",
64
+ "STX12",
65
+ "SLC43A2",
66
+ "CAPN11",
67
+ "PDZD9",
68
+ "PPP1R10",
69
+ "L2HGDH",
70
+ "COL11A2",
71
+ "TENM4",
72
+ "MLNR",
73
+ "MEA1",
74
+ "GRIK1",
75
+ "METTL21EP",
76
+ "MGRN1",
77
+ "CEP290",
78
+ "SIK2",
79
+ "HHLA2",
80
+ "SPAG8",
81
+ "FAM169A",
82
+ "MIR4691",
83
+ "B3GNT3",
84
+ "NCBP2AS2",
85
+ "FAM20B",
86
+ "TRIM48",
87
+ "AURKC",
88
+ "TTTY7B",
89
+ "KIF1B",
90
+ "FCER1G",
91
+ "STX18",
92
+ "NBL1",
93
+ "FAM181A",
94
+ "PEX6",
95
+ "LAMP3",
96
+ "KCNJ1",
97
+ "TPTE",
98
+ "TPGS2",
99
+ "FAF2",
100
+ "FIGN",
101
+ "RNF13",
102
+ "NUP35",
103
+ "YEATS2",
104
+ "AQP7",
105
+ "PLCE1",
106
+ "TLL1",
107
+ "SCARF1",
108
+ "LTC4S",
109
+ "PTPN1",
110
+ "FSCN2",
111
+ "ZBTB33",
112
+ "CGNL1",
113
+ "GNG5",
114
+ "NPM1P22",
115
+ "PYGB",
116
+ "HSD11B2",
117
+ "GXYLT2",
118
+ "KDR",
119
+ "ERGIC1",
120
+ "FAM161A",
121
+ "ADGRG7",
122
+ "TMEM40",
123
+ "FCN2",
124
+ "TMEM262",
125
+ "MSTO2P",
126
+ "ZUP1",
127
+ "CIMIP5",
128
+ "TRAJ20",
129
+ "PHYH",
130
+ "LRP5",
131
+ "ZKSCAN1",
132
+ "GAGE1",
133
+ "OMA1",
134
+ "ALAS2",
135
+ "HMGA1P4",
136
+ "LEMD2",
137
+ "RDH11",
138
+ "CRABP2",
139
+ "RPL27A",
140
+ "DDX17",
141
+ "METTL25B",
142
+ "OR52K3P",
143
+ "ALKBH4",
144
+ "KRTAP4-2",
145
+ "CSTF1",
146
+ "PRSS30P",
147
+ "CENPQ",
148
+ "UVSSA",
149
+ "GJB3",
150
+ "PTCHD4",
151
+ "MRFAP1",
152
+ "FKBP8",
153
+ "PYCR3",
154
+ "RFX6",
155
+ "CYP1B1-AS1",
156
+ "SPEF1",
157
+ "PDPR",
158
+ "RENBP",
159
+ "MCHR2-AS1",
160
+ "NFATC4",
161
+ "NARF",
162
+ "MAP1LC3B2",
163
+ "CHP1",
164
+ "RAB5B",
165
+ "OTOF",
166
+ "ATIC",
167
+ "TSFM",
168
+ "ZNF281",
169
+ "CDCA7L",
170
+ "SPTBN2",
171
+ "BBS9",
172
+ "TMEM123",
173
+ "ADAMTSL1",
174
+ "RASSF2",
175
+ "RBAKDN",
176
+ "CUEDC2",
177
+ "TUBB1",
178
+ "MMUT",
179
+ "ZBTB24",
180
+ "FAM224A",
181
+ "SLC1A4",
182
+ "AP5B1",
183
+ "XPA",
184
+ "KCNH5",
185
+ "FHL5",
186
+ "LDOC1",
187
+ "TMEM220",
188
+ "ATOH1",
189
+ "FRAT1",
190
+ "CPE",
191
+ "TYMP",
192
+ "SELENBP1",
193
+ "USPL1",
194
+ "IL13",
195
+ "PAX7",
196
+ "ETNK2",
197
+ "PRSS2",
198
+ "TAS2R50",
199
+ "C3AR1",
200
+ "IGLV1-44",
201
+ "FAM47C",
202
+ "PRSS21",
203
+ "FBXO28",
204
+ "ZSCAN1",
205
+ "FOXA2",
206
+ "MSRA",
207
+ "IDI2",
208
+ "MIR21",
209
+ "SLC10A1",
210
+ "ADIPOQ",
211
+ "SFTA3",
212
+ "SDAD1",
213
+ "PTPRR",
214
+ "KLRC4",
215
+ "BABAM2-AS1",
216
+ "DLX3",
217
+ "MIR205",
218
+ "MYOZ2",
219
+ "KCNK12",
220
+ "NUDT11",
221
+ "DNAI1",
222
+ "KRTAP9-3",
223
+ "SRSF5",
224
+ "TWIST1",
225
+ "ITGA11",
226
+ "ARID4A",
227
+ "NARS2",
228
+ "LRATD2",
229
+ "RPL8",
230
+ "C5orf34",
231
+ "FECH",
232
+ "TJAP1",
233
+ "BCAT2",
234
+ "SLC7A14",
235
+ "PDE6D",
236
+ "RGS12",
237
+ "LINC02901",
238
+ "VWA5A",
239
+ "NDUFS8",
240
+ "RBP5",
241
+ "ZNF28",
242
+ "XG",
243
+ "FIRRM",
244
+ "RSPO2",
245
+ "HOXB13",
246
+ "EPHA3",
247
+ "STK32C",
248
+ "CD300LF",
249
+ "PDE6H",
250
+ "FUBP3",
251
+ "SYNPO2L",
252
+ "PITPNB",
253
+ "MIR7113",
254
+ "NRAP",
255
+ "IGKV1D-37",
256
+ "CTAG1B",
257
+ "TRAV36DV7"
258
+ ],
259
+ "Coefficient": [
260
+ -0.09353312168268448,
261
+ 0.07575957403438673,
262
+ -0.07436808176525633,
263
+ -0.0742736342131495,
264
+ 0.07024368790634934,
265
+ -0.0632766352745642,
266
+ -0.0600942930333,
267
+ 0.05102139605652055,
268
+ -0.048057090323524516,
269
+ 0.04523349220913393,
270
+ 0.0446224847838176,
271
+ 0.04431868155618708,
272
+ 0.04359026852191844,
273
+ 0.04204547878575499,
274
+ -0.039564207083232245,
275
+ 0.03944901822322998,
276
+ -0.038557199399279415,
277
+ 0.03828037508195248,
278
+ -0.03780894320851281,
279
+ -0.033873010491225146,
280
+ 0.03357117936945366,
281
+ 0.03337827889176079,
282
+ -0.03310858832609227,
283
+ -0.031999595989025256,
284
+ 0.03155121176355069,
285
+ -0.031002552611311903,
286
+ 0.030943342034643804,
287
+ 0.03086091605448882,
288
+ 0.030233091192527182,
289
+ -0.030086700540858248,
290
+ 0.02963209639102911,
291
+ 0.0280537623805696,
292
+ -0.027881875143093152,
293
+ 0.02759552147507789,
294
+ -0.027503376470926582,
295
+ 0.027362536216913997,
296
+ 0.027027666094521122,
297
+ -0.026690711919701526,
298
+ 0.026552513614123946,
299
+ -0.024569349102307226,
300
+ 0.024522979756688615,
301
+ 0.02411289106029464,
302
+ 0.023589941965337206,
303
+ 0.023231460933405,
304
+ -0.02293208909083291,
305
+ -0.021736067209378086,
306
+ -0.021664752399175265,
307
+ 0.021482277719530325,
308
+ 0.02067979504386636,
309
+ 0.02055134764595024,
310
+ -0.020545068039293336,
311
+ -0.02013693424782634,
312
+ -0.020097340861903668,
313
+ 0.020087848948453366,
314
+ 0.02008721798555604,
315
+ -0.019967024475117078,
316
+ -0.01987349423763569,
317
+ -0.0192757378587821,
318
+ -0.01917464249768872,
319
+ 0.019073580046583872,
320
+ 0.018980610316037917,
321
+ 0.018755340768616357,
322
+ -0.01870435597275846,
323
+ -0.018594725782180934,
324
+ 0.018513611925999155,
325
+ -0.017812386721633294,
326
+ -0.01738335448280797,
327
+ 0.017281534638387993,
328
+ 0.017205001883926214,
329
+ -0.017150673875642935,
330
+ 0.016719702327164413,
331
+ 0.01671857231970588,
332
+ -0.016679980710776973,
333
+ 0.016209571242348085,
334
+ -0.016083069488846212,
335
+ -0.01606462142830588,
336
+ 0.015684439426781206,
337
+ 0.01564163567911763,
338
+ -0.015568231458095353,
339
+ 0.01499097948798256,
340
+ -0.014875972903003791,
341
+ -0.014298823499317282,
342
+ 0.014236065653710779,
343
+ -0.01411268006970528,
344
+ -0.013885195874813546,
345
+ 0.013485735818735375,
346
+ 0.013272826108490397,
347
+ -0.013267370196074652,
348
+ 0.013181491753933428,
349
+ -0.013175154756620065,
350
+ 0.01315793424181484,
351
+ 0.013051461474892823,
352
+ -0.012852942239162253,
353
+ -0.012829629089023836,
354
+ 0.012729945965503623,
355
+ 0.012097753156860663,
356
+ 0.012055327728715988,
357
+ 0.011948784443958624,
358
+ -0.011649622730018856,
359
+ -0.011583430125362119,
360
+ 0.011335293541867596,
361
+ 0.011310554208234479,
362
+ -0.011280758014285725,
363
+ 0.01105053585143296,
364
+ 0.01102768949084144,
365
+ 0.010977138894036778,
366
+ -0.010904436006689822,
367
+ -0.010896767852433221,
368
+ 0.010750601312095077,
369
+ 0.010726703182284563,
370
+ -0.010722685480329137,
371
+ 0.010646617920434165,
372
+ -0.010586963326064392,
373
+ 0.010545747743658332,
374
+ 0.010510600802586543,
375
+ 0.01044924134606406,
376
+ -0.01012643333973683,
377
+ 0.010067494003790312,
378
+ -0.009764819105580068,
379
+ 0.009518820654557303,
380
+ -0.009283515489832406,
381
+ 0.009078373152566694,
382
+ -0.008815483723751273,
383
+ 0.008636044545504363,
384
+ -0.008588735085718379,
385
+ 0.008524240553713642,
386
+ 0.008434227465055184,
387
+ 0.008406856031842384,
388
+ 0.008287706974213292,
389
+ -0.008190095837431697,
390
+ -0.008020893451531551,
391
+ -0.007904657035667841,
392
+ -0.0077390183223095006,
393
+ -0.007569276913424772,
394
+ -0.007496409335549198,
395
+ 0.007117738953317433,
396
+ 0.007011149512307173,
397
+ -0.006962703643870242,
398
+ -0.006931090241957837,
399
+ -0.0068610965667037435,
400
+ -0.0067952004776915195,
401
+ -0.006794610495532917,
402
+ -0.00678058545094008,
403
+ -0.00667181369210999,
404
+ 0.00659420557819988,
405
+ -0.00645461058835516,
406
+ 0.006297766418324766,
407
+ 0.006273854161936662,
408
+ -0.006205198987163519,
409
+ 0.00595596306513963,
410
+ -0.005917789645682597,
411
+ -0.0058711411961887994,
412
+ -0.005838163097971551,
413
+ 0.005631068012788287,
414
+ 0.005573374156437832,
415
+ -0.005525183061936048,
416
+ -0.005515481995260171,
417
+ 0.00548138747514962,
418
+ 0.00526769297438194,
419
+ 0.005232067649098371,
420
+ 0.005224859662621101,
421
+ -0.005055551524174316,
422
+ -0.004939630927662993,
423
+ 0.00461477109019967,
424
+ 0.004474090658919864,
425
+ -0.004459459210454547,
426
+ -0.004176883835684875,
427
+ 0.004156462944709929,
428
+ -0.004121075274355953,
429
+ -0.004094232919312391,
430
+ 0.003954710430951968,
431
+ -0.003794900338443259,
432
+ -0.0037249603271971815,
433
+ 0.003707260826187756,
434
+ 0.003608087418050184,
435
+ 0.003510143898403415,
436
+ -0.003480398403285288,
437
+ 0.0034728821394953402,
438
+ -0.0031685801086287152,
439
+ 0.0031169134599092056,
440
+ 0.003038642909867057,
441
+ 0.003019168061901053,
442
+ 0.002956683159408399,
443
+ 0.0028565591398425254,
444
+ -0.0028346676134473913,
445
+ 0.0027371282443911,
446
+ -0.002632682648437832,
447
+ 0.002507066299739536,
448
+ 0.0024576115735151943,
449
+ 0.002423251693191572,
450
+ 0.0024188318489753286,
451
+ -0.0023403037792290283,
452
+ -0.0023365572380234837,
453
+ 0.002261083599549056,
454
+ 0.002066861541283416,
455
+ -0.0019323115133756561,
456
+ 0.001902749817325444,
457
+ -0.0018530541190932674,
458
+ -0.0018339860739945157,
459
+ -0.0018136417900291276,
460
+ -0.0017852010198310274,
461
+ -0.0017724278132600758,
462
+ 0.0017491761417193436,
463
+ 0.0016929431002629999,
464
+ 0.001670358326666953,
465
+ -0.0016231507101518287,
466
+ 0.0015223690344371493,
467
+ 0.0013579347671277859,
468
+ 0.0013331983366141455,
469
+ -0.0013084911927756671,
470
+ 0.0012919334674121464,
471
+ -0.0012717617045037545,
472
+ -0.0012420620445130995,
473
+ 0.0012393522099430048,
474
+ 0.0012232929680996167,
475
+ -0.0011871946995783728,
476
+ -0.0011512611328357673,
477
+ -0.0011076143451987125,
478
+ -0.0010188950500558019,
479
+ -0.001008714686992981,
480
+ -0.0010056834930471628,
481
+ 0.0009872004591624987,
482
+ -0.0009580120694204657,
483
+ -0.0007435536909863995,
484
+ -0.0007294666922982005,
485
+ 0.0006808229936348984,
486
+ -0.0006669212213020921,
487
+ 0.0005993887149326127,
488
+ -0.0005250976095367478,
489
+ 0.0005138526293079751,
490
+ 0.0004989061190179066,
491
+ -0.00045762316665512584,
492
+ 0.0004411454466822377,
493
+ -0.0003801956404866762,
494
+ 0.0003524390195330508,
495
+ -0.000321683314546972,
496
+ -0.0003080362390901551,
497
+ 0.000288582910444368,
498
+ -0.00028129638643804264,
499
+ -0.000167331737458211,
500
+ -0.0001651729997033298,
501
+ 0.00015129321304494078,
502
+ -0.0001129296053324397,
503
+ 7.585449567262017e-05,
504
+ -3.177212542329218e-05,
505
+ -2.1770109564903547e-05,
506
+ -1.4803800390632597e-05,
507
+ 1.2413466033578992e-05,
508
+ 1.6703024451709569e-06,
509
+ -1.1963831060074456e-06,
510
+ -6.812612887370267e-07,
511
+ -9.928426167352724e-16,
512
+ -3.674251309469819e-16,
513
+ -3.62412009360018e-16
514
+ ],
515
+ "Absolute Coefficient": [
516
+ 0.09353312168268448,
517
+ 0.07575957403438673,
518
+ 0.07436808176525633,
519
+ 0.0742736342131495,
520
+ 0.07024368790634934,
521
+ 0.0632766352745642,
522
+ 0.0600942930333,
523
+ 0.05102139605652055,
524
+ 0.048057090323524516,
525
+ 0.04523349220913393,
526
+ 0.0446224847838176,
527
+ 0.04431868155618708,
528
+ 0.04359026852191844,
529
+ 0.04204547878575499,
530
+ 0.039564207083232245,
531
+ 0.03944901822322998,
532
+ 0.038557199399279415,
533
+ 0.03828037508195248,
534
+ 0.03780894320851281,
535
+ 0.033873010491225146,
536
+ 0.03357117936945366,
537
+ 0.03337827889176079,
538
+ 0.03310858832609227,
539
+ 0.031999595989025256,
540
+ 0.03155121176355069,
541
+ 0.031002552611311903,
542
+ 0.030943342034643804,
543
+ 0.03086091605448882,
544
+ 0.030233091192527182,
545
+ 0.030086700540858248,
546
+ 0.02963209639102911,
547
+ 0.0280537623805696,
548
+ 0.027881875143093152,
549
+ 0.02759552147507789,
550
+ 0.027503376470926582,
551
+ 0.027362536216913997,
552
+ 0.027027666094521122,
553
+ 0.026690711919701526,
554
+ 0.026552513614123946,
555
+ 0.024569349102307226,
556
+ 0.024522979756688615,
557
+ 0.02411289106029464,
558
+ 0.023589941965337206,
559
+ 0.023231460933405,
560
+ 0.02293208909083291,
561
+ 0.021736067209378086,
562
+ 0.021664752399175265,
563
+ 0.021482277719530325,
564
+ 0.02067979504386636,
565
+ 0.02055134764595024,
566
+ 0.020545068039293336,
567
+ 0.02013693424782634,
568
+ 0.020097340861903668,
569
+ 0.020087848948453366,
570
+ 0.02008721798555604,
571
+ 0.019967024475117078,
572
+ 0.01987349423763569,
573
+ 0.0192757378587821,
574
+ 0.01917464249768872,
575
+ 0.019073580046583872,
576
+ 0.018980610316037917,
577
+ 0.018755340768616357,
578
+ 0.01870435597275846,
579
+ 0.018594725782180934,
580
+ 0.018513611925999155,
581
+ 0.017812386721633294,
582
+ 0.01738335448280797,
583
+ 0.017281534638387993,
584
+ 0.017205001883926214,
585
+ 0.017150673875642935,
586
+ 0.016719702327164413,
587
+ 0.01671857231970588,
588
+ 0.016679980710776973,
589
+ 0.016209571242348085,
590
+ 0.016083069488846212,
591
+ 0.01606462142830588,
592
+ 0.015684439426781206,
593
+ 0.01564163567911763,
594
+ 0.015568231458095353,
595
+ 0.01499097948798256,
596
+ 0.014875972903003791,
597
+ 0.014298823499317282,
598
+ 0.014236065653710779,
599
+ 0.01411268006970528,
600
+ 0.013885195874813546,
601
+ 0.013485735818735375,
602
+ 0.013272826108490397,
603
+ 0.013267370196074652,
604
+ 0.013181491753933428,
605
+ 0.013175154756620065,
606
+ 0.01315793424181484,
607
+ 0.013051461474892823,
608
+ 0.012852942239162253,
609
+ 0.012829629089023836,
610
+ 0.012729945965503623,
611
+ 0.012097753156860663,
612
+ 0.012055327728715988,
613
+ 0.011948784443958624,
614
+ 0.011649622730018856,
615
+ 0.011583430125362119,
616
+ 0.011335293541867596,
617
+ 0.011310554208234479,
618
+ 0.011280758014285725,
619
+ 0.01105053585143296,
620
+ 0.01102768949084144,
621
+ 0.010977138894036778,
622
+ 0.010904436006689822,
623
+ 0.010896767852433221,
624
+ 0.010750601312095077,
625
+ 0.010726703182284563,
626
+ 0.010722685480329137,
627
+ 0.010646617920434165,
628
+ 0.010586963326064392,
629
+ 0.010545747743658332,
630
+ 0.010510600802586543,
631
+ 0.01044924134606406,
632
+ 0.01012643333973683,
633
+ 0.010067494003790312,
634
+ 0.009764819105580068,
635
+ 0.009518820654557303,
636
+ 0.009283515489832406,
637
+ 0.009078373152566694,
638
+ 0.008815483723751273,
639
+ 0.008636044545504363,
640
+ 0.008588735085718379,
641
+ 0.008524240553713642,
642
+ 0.008434227465055184,
643
+ 0.008406856031842384,
644
+ 0.008287706974213292,
645
+ 0.008190095837431697,
646
+ 0.008020893451531551,
647
+ 0.007904657035667841,
648
+ 0.0077390183223095006,
649
+ 0.007569276913424772,
650
+ 0.007496409335549198,
651
+ 0.007117738953317433,
652
+ 0.007011149512307173,
653
+ 0.006962703643870242,
654
+ 0.006931090241957837,
655
+ 0.0068610965667037435,
656
+ 0.0067952004776915195,
657
+ 0.006794610495532917,
658
+ 0.00678058545094008,
659
+ 0.00667181369210999,
660
+ 0.00659420557819988,
661
+ 0.00645461058835516,
662
+ 0.006297766418324766,
663
+ 0.006273854161936662,
664
+ 0.006205198987163519,
665
+ 0.00595596306513963,
666
+ 0.005917789645682597,
667
+ 0.0058711411961887994,
668
+ 0.005838163097971551,
669
+ 0.005631068012788287,
670
+ 0.005573374156437832,
671
+ 0.005525183061936048,
672
+ 0.005515481995260171,
673
+ 0.00548138747514962,
674
+ 0.00526769297438194,
675
+ 0.005232067649098371,
676
+ 0.005224859662621101,
677
+ 0.005055551524174316,
678
+ 0.004939630927662993,
679
+ 0.00461477109019967,
680
+ 0.004474090658919864,
681
+ 0.004459459210454547,
682
+ 0.004176883835684875,
683
+ 0.004156462944709929,
684
+ 0.004121075274355953,
685
+ 0.004094232919312391,
686
+ 0.003954710430951968,
687
+ 0.003794900338443259,
688
+ 0.0037249603271971815,
689
+ 0.003707260826187756,
690
+ 0.003608087418050184,
691
+ 0.003510143898403415,
692
+ 0.003480398403285288,
693
+ 0.0034728821394953402,
694
+ 0.0031685801086287152,
695
+ 0.0031169134599092056,
696
+ 0.003038642909867057,
697
+ 0.003019168061901053,
698
+ 0.002956683159408399,
699
+ 0.0028565591398425254,
700
+ 0.0028346676134473913,
701
+ 0.0027371282443911,
702
+ 0.002632682648437832,
703
+ 0.002507066299739536,
704
+ 0.0024576115735151943,
705
+ 0.002423251693191572,
706
+ 0.0024188318489753286,
707
+ 0.0023403037792290283,
708
+ 0.0023365572380234837,
709
+ 0.002261083599549056,
710
+ 0.002066861541283416,
711
+ 0.0019323115133756561,
712
+ 0.001902749817325444,
713
+ 0.0018530541190932674,
714
+ 0.0018339860739945157,
715
+ 0.0018136417900291276,
716
+ 0.0017852010198310274,
717
+ 0.0017724278132600758,
718
+ 0.0017491761417193436,
719
+ 0.0016929431002629999,
720
+ 0.001670358326666953,
721
+ 0.0016231507101518287,
722
+ 0.0015223690344371493,
723
+ 0.0013579347671277859,
724
+ 0.0013331983366141455,
725
+ 0.0013084911927756671,
726
+ 0.0012919334674121464,
727
+ 0.0012717617045037545,
728
+ 0.0012420620445130995,
729
+ 0.0012393522099430048,
730
+ 0.0012232929680996167,
731
+ 0.0011871946995783728,
732
+ 0.0011512611328357673,
733
+ 0.0011076143451987125,
734
+ 0.0010188950500558019,
735
+ 0.001008714686992981,
736
+ 0.0010056834930471628,
737
+ 0.0009872004591624987,
738
+ 0.0009580120694204657,
739
+ 0.0007435536909863995,
740
+ 0.0007294666922982005,
741
+ 0.0006808229936348984,
742
+ 0.0006669212213020921,
743
+ 0.0005993887149326127,
744
+ 0.0005250976095367478,
745
+ 0.0005138526293079751,
746
+ 0.0004989061190179066,
747
+ 0.00045762316665512584,
748
+ 0.0004411454466822377,
749
+ 0.0003801956404866762,
750
+ 0.0003524390195330508,
751
+ 0.000321683314546972,
752
+ 0.0003080362390901551,
753
+ 0.000288582910444368,
754
+ 0.00028129638643804264,
755
+ 0.000167331737458211,
756
+ 0.0001651729997033298,
757
+ 0.00015129321304494078,
758
+ 0.0001129296053324397,
759
+ 7.585449567262017e-05,
760
+ 3.177212542329218e-05,
761
+ 2.1770109564903547e-05,
762
+ 1.4803800390632597e-05,
763
+ 1.2413466033578992e-05,
764
+ 1.6703024451709569e-06,
765
+ 1.1963831060074456e-06,
766
+ 6.812612887370267e-07,
767
+ 9.928426167352724e-16,
768
+ 3.674251309469819e-16,
769
+ 3.62412009360018e-16
770
+ ]
771
+ },
772
+ "cv_performance": {
773
+ "prediction": {
774
+ "accuracy": 77.33333333333333,
775
+ "precision": 75.07537135521731,
776
+ "recall": 98.57142857142858,
777
+ "f1": 85.11777273943127
778
+ },
779
+ "selection": {
780
+ "precision": 0.7758878199166992,
781
+ "recall": 2.191780821917808,
782
+ "f1": 1.1458966328586395,
783
+ "jaccard": 0.5775500908563511
784
+ }
785
+ }
786
+ }
p3/regress/Huntingtons_Disease/significant_genes_condition_Liver_Cancer.json ADDED
@@ -0,0 +1,786 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "significant_genes": {
3
+ "Variable": [
4
+ "CTAG1A",
5
+ "BNIP3L",
6
+ "FGF7P6",
7
+ "NDUFB11",
8
+ "CAST",
9
+ "SLC35A3",
10
+ "IFITM2",
11
+ "LMTK3",
12
+ "RBM10",
13
+ "ZIC1",
14
+ "NEUROD2",
15
+ "USP10",
16
+ "RTF2",
17
+ "C15orf40",
18
+ "CCS",
19
+ "STX12",
20
+ "MPV17L",
21
+ "NIPA2",
22
+ "TTYH1",
23
+ "GABPB1-AS1",
24
+ "FBXL2",
25
+ "PPM1L",
26
+ "FHIP1A",
27
+ "FAM187B",
28
+ "CYP2C19",
29
+ "SOX15",
30
+ "TTI1",
31
+ "CUTALP",
32
+ "C17orf99",
33
+ "AHCTF1P1",
34
+ "ZNF662",
35
+ "CAV1",
36
+ "SELENOM",
37
+ "ERGIC1",
38
+ "CCP110",
39
+ "MGRN1",
40
+ "SART3",
41
+ "SKIC3",
42
+ "ZNF552",
43
+ "PDCL",
44
+ "EIF4A2",
45
+ "TMEM40",
46
+ "ZNF843",
47
+ "LHCGR",
48
+ "ZNF528",
49
+ "PYCR3",
50
+ "MARCHF10",
51
+ "LEMD2",
52
+ "MLNR",
53
+ "FAM169A",
54
+ "IGSF10",
55
+ "NPY",
56
+ "IGKV1-37",
57
+ "FIGN",
58
+ "ALKBH4",
59
+ "SFRP5",
60
+ "STX18",
61
+ "L2HGDH",
62
+ "G3BP1",
63
+ "ABLIM2",
64
+ "MEA1",
65
+ "GRIK1",
66
+ "CSTF1",
67
+ "COL11A1",
68
+ "TRMT12",
69
+ "KLHL14",
70
+ "PDZD9",
71
+ "PTPN1",
72
+ "GTPBP10",
73
+ "CCR7",
74
+ "SLC43A2",
75
+ "KIF1B",
76
+ "ADGRG7",
77
+ "LDOC1",
78
+ "FCER1G",
79
+ "RAB40C",
80
+ "TPTE",
81
+ "LAMP3",
82
+ "NUP35",
83
+ "KDR",
84
+ "MIR4691",
85
+ "PYGB",
86
+ "CAPN11",
87
+ "OMA1",
88
+ "RASSF2",
89
+ "CENPQ",
90
+ "COL11A2",
91
+ "NPEPL1",
92
+ "RN7SKP150",
93
+ "GAGE1",
94
+ "PPP1R10",
95
+ "AURKC",
96
+ "MAB21L3",
97
+ "TRIM48",
98
+ "CGNL1",
99
+ "TENM4",
100
+ "SPAG8",
101
+ "SLC25A15",
102
+ "HHLA2",
103
+ "TLL1",
104
+ "DDX17",
105
+ "METTL21EP",
106
+ "KCNJ1",
107
+ "PAX7",
108
+ "GXYLT2",
109
+ "CYP1B1-AS1",
110
+ "TRBV5-2",
111
+ "CRABP2",
112
+ "MIR21",
113
+ "CEP290",
114
+ "UPK2",
115
+ "FCN2",
116
+ "NPM1P22",
117
+ "ZUP1",
118
+ "TPGS2",
119
+ "FBXO28",
120
+ "PPP5D1P",
121
+ "TUBB1",
122
+ "ZBTB33",
123
+ "RNF13",
124
+ "FAM161A",
125
+ "ADAMTSL1",
126
+ "GNG5",
127
+ "KRTAP4-2",
128
+ "IGLV1-44",
129
+ "NEUROD1",
130
+ "MMUT",
131
+ "RFX6",
132
+ "NCBP2AS2",
133
+ "MSTO2P",
134
+ "IDI2",
135
+ "TCF7L1",
136
+ "ZSCAN1",
137
+ "METTL25B",
138
+ "NBL1",
139
+ "PAPSS1",
140
+ "SCARF1",
141
+ "ZFR",
142
+ "TMEM262",
143
+ "CD300LF",
144
+ "TEN1",
145
+ "DRG1",
146
+ "PEX6",
147
+ "NFATC4",
148
+ "RBAKDN",
149
+ "ZBTB24",
150
+ "MTMR10",
151
+ "ZKSCAN1",
152
+ "TMEM220",
153
+ "B3GNT3",
154
+ "FSCN2",
155
+ "TRAJ20",
156
+ "HMGA1P4",
157
+ "CPE",
158
+ "SYNPO2L",
159
+ "USPL1",
160
+ "C1S",
161
+ "ZNF281",
162
+ "MIR205",
163
+ "RAB5B",
164
+ "ACVRL1",
165
+ "TMEM92",
166
+ "HSD11B2",
167
+ "DECR1",
168
+ "TRIR",
169
+ "AQP7",
170
+ "RCOR1",
171
+ "FKBP8",
172
+ "CIMIP5",
173
+ "KCNK12",
174
+ "SRSF5",
175
+ "ADIPOQ",
176
+ "MRFAP1",
177
+ "OR8G1",
178
+ "PRSS30P",
179
+ "MAP1LC3B2",
180
+ "CCDC148",
181
+ "ADAM20",
182
+ "SPEF1",
183
+ "LRP5",
184
+ "SPTBN2",
185
+ "ALAS2",
186
+ "ASXL2",
187
+ "OR52K3P",
188
+ "PLCE1",
189
+ "BBS9",
190
+ "NUDT11",
191
+ "KLRC4",
192
+ "TAS2R50",
193
+ "ATIC",
194
+ "SIK2",
195
+ "FAM181A",
196
+ "TMEM123",
197
+ "HMGCLL1",
198
+ "CUEDC2",
199
+ "KISS1",
200
+ "CLINT1",
201
+ "WASF3",
202
+ "ZFAS1",
203
+ "ACOT12",
204
+ "TWIST1",
205
+ "TTTY7B",
206
+ "PDPR",
207
+ "ANKRD27",
208
+ "NDUFS8",
209
+ "ZNF596",
210
+ "AP5B1",
211
+ "FAM224A",
212
+ "CHP1",
213
+ "PAOX",
214
+ "RDH11",
215
+ "SCGB2B2",
216
+ "METTL22",
217
+ "GABRA5",
218
+ "PDE6H",
219
+ "RENBP",
220
+ "FOXA2",
221
+ "C3AR1",
222
+ "CFHR4",
223
+ "FAM20B",
224
+ "ZNF7",
225
+ "UBQLN4",
226
+ "PDE6D",
227
+ "EPHA3",
228
+ "DLX3",
229
+ "LMNTD1",
230
+ "KLK6",
231
+ "SELENBP1",
232
+ "IL13",
233
+ "GJB3",
234
+ "SFTA3",
235
+ "CDCA7L",
236
+ "YEATS2",
237
+ "S100A3",
238
+ "ETNK2",
239
+ "GLI4",
240
+ "LIMS2",
241
+ "PHYH",
242
+ "PTPRR",
243
+ "SLC47A2",
244
+ "CT45A1",
245
+ "DENND2D",
246
+ "GSR",
247
+ "GAGE2A",
248
+ "MIR7113",
249
+ "SLC7A14",
250
+ "IGKV1D-37",
251
+ "TRAV36DV7",
252
+ "CTAG1B",
253
+ "CT45A6",
254
+ "TRIM49D1",
255
+ "CT45A5",
256
+ "CT45A3",
257
+ "CT45A2"
258
+ ],
259
+ "Coefficient": [
260
+ -0.10371099334877075,
261
+ 0.08364403167619472,
262
+ -0.07745147433427725,
263
+ -0.07563097589217986,
264
+ 0.06918816030619901,
265
+ -0.061855580029094734,
266
+ 0.0489081070202556,
267
+ 0.047913078964830554,
268
+ -0.04712641370345092,
269
+ 0.045071533256009585,
270
+ 0.044858005449048236,
271
+ 0.0387549966801049,
272
+ -0.037992471259213755,
273
+ -0.037463395603242695,
274
+ -0.035917088641906146,
275
+ 0.03572019304582281,
276
+ 0.03487167678028512,
277
+ 0.03402644492765911,
278
+ 0.033334542693078055,
279
+ 0.0329053610910652,
280
+ -0.03268448701882037,
281
+ 0.03231785663887741,
282
+ -0.03201997352044712,
283
+ -0.031968790716477416,
284
+ -0.031376112592974154,
285
+ -0.031143569973213717,
286
+ -0.030742242226553862,
287
+ 0.030524235333379522,
288
+ 0.03040683872891562,
289
+ 0.029982824083599893,
290
+ 0.02924907912260676,
291
+ -0.028891130153445545,
292
+ 0.02850125102665004,
293
+ 0.02843768817003022,
294
+ -0.02816272846514706,
295
+ -0.027824987334527207,
296
+ 0.027814896952547293,
297
+ 0.026903507843222173,
298
+ -0.02558099864056834,
299
+ 0.024982108693052195,
300
+ 0.02447378496873537,
301
+ -0.02433592732389016,
302
+ 0.024302250706208606,
303
+ -0.024034372149449243,
304
+ 0.023695736121754987,
305
+ 0.023485970212653747,
306
+ 0.023368704068242204,
307
+ -0.022601987599241587,
308
+ 0.021966690792842226,
309
+ 0.021770705464985104,
310
+ -0.02152175102025138,
311
+ -0.02140388213755599,
312
+ -0.021287013954411835,
313
+ 0.021173897501308266,
314
+ -0.02113762750465434,
315
+ -0.02111798728093262,
316
+ -0.020718550961712743,
317
+ -0.020671796027491945,
318
+ 0.020481876914151737,
319
+ 0.020341336975099645,
320
+ -0.01993749998922629,
321
+ 0.019768838104460642,
322
+ -0.01959389405870886,
323
+ -0.019521941297500792,
324
+ 0.01924584786415702,
325
+ 0.019005905729699717,
326
+ -0.018561984560479177,
327
+ 0.018238734514008748,
328
+ -0.017820353630542088,
329
+ 0.017528443128756434,
330
+ 0.017486828868961007,
331
+ 0.017324523718389592,
332
+ 0.017243661211753143,
333
+ 0.017156473474256112,
334
+ 0.016888947736908598,
335
+ 0.01682397491376947,
336
+ -0.01679547125469021,
337
+ 0.016594554855569602,
338
+ -0.01644554901654251,
339
+ 0.016433964341668713,
340
+ -0.016199944887550357,
341
+ 0.015633280434348022,
342
+ -0.015370480108832149,
343
+ -0.015205559273909658,
344
+ 0.015184297881203561,
345
+ -0.015030953507030587,
346
+ -0.01502989945888355,
347
+ 0.015003606516773639,
348
+ -0.014955778933165145,
349
+ 0.014614305686641906,
350
+ 0.014437783535665298,
351
+ -0.014376916636061061,
352
+ -0.014310806064765012,
353
+ 0.014237640796476624,
354
+ 0.014056142667085455,
355
+ 0.014051013347807392,
356
+ 0.013937940753596743,
357
+ 0.013876731846496616,
358
+ -0.013785765785387887,
359
+ -0.013697521029897857,
360
+ 0.012963322604552446,
361
+ 0.012898589008827782,
362
+ -0.01275413535926275,
363
+ -0.012627613438359183,
364
+ 0.0119804825095931,
365
+ -0.011808261271735156,
366
+ 0.011670387879425403,
367
+ -0.011535883812064527,
368
+ 0.01113581173862147,
369
+ 0.01105697126385101,
370
+ -0.011021068723457065,
371
+ 0.01081196080524249,
372
+ -0.010709246339003237,
373
+ -0.010515671940212456,
374
+ 0.010474224504658307,
375
+ -0.010265822310246784,
376
+ 0.01022975719356559,
377
+ 0.010032118655803928,
378
+ -0.00977391155398588,
379
+ 0.009328198641619344,
380
+ -0.0091642474408834,
381
+ -0.009154630636358003,
382
+ 0.009055341281313075,
383
+ -0.008627198560461737,
384
+ 0.0085127447706148,
385
+ -0.00844786901679487,
386
+ 0.008436088172143313,
387
+ -0.008422152507082824,
388
+ -0.00835841237428569,
389
+ 0.008358404268446041,
390
+ 0.008175570459331934,
391
+ -0.00809615142461591,
392
+ -0.007880912262674702,
393
+ -0.007738745843884072,
394
+ 0.007631613504034189,
395
+ 0.007543598718858404,
396
+ 0.00753486864856388,
397
+ 0.007476869561806433,
398
+ -0.0071937527724719175,
399
+ -0.007027950775497025,
400
+ 0.006961853860643481,
401
+ -0.006773533182641696,
402
+ 0.006633593090351345,
403
+ -0.006596967024886931,
404
+ -0.00641022309900315,
405
+ 0.0063885459065564166,
406
+ -0.006187787065405535,
407
+ 0.006040680234350503,
408
+ 0.0060384555734021616,
409
+ 0.00599218454596391,
410
+ -0.005962955129788491,
411
+ -0.005702479077876303,
412
+ -0.005690200914656706,
413
+ -0.005585707247994229,
414
+ 0.005559379005784671,
415
+ 0.005374940827776938,
416
+ -0.005343603308575304,
417
+ 0.005336743575831082,
418
+ 0.005151577457418965,
419
+ 0.005129161871243756,
420
+ -0.005092628876411924,
421
+ -0.005073732194646365,
422
+ -0.005012057373615676,
423
+ 0.00492706787873709,
424
+ -0.004864283652811385,
425
+ 0.004847607928316171,
426
+ -0.004840166611347999,
427
+ -0.00483158179668081,
428
+ 0.004823615361697615,
429
+ -0.0046077580322543815,
430
+ -0.004606746110072326,
431
+ 0.004591998559052896,
432
+ 0.0044755097530076214,
433
+ 0.004336572831053331,
434
+ -0.004298735513784666,
435
+ 0.0042667639566537074,
436
+ -0.004224332488500148,
437
+ -0.004196374458189524,
438
+ -0.003980444105018903,
439
+ 0.003885473809069118,
440
+ -0.003863498924528765,
441
+ -0.0038064244288022048,
442
+ 0.0037006817643226468,
443
+ -0.0035738016311372034,
444
+ 0.0035396905236060945,
445
+ 0.0035280877740704033,
446
+ -0.0033831123275348805,
447
+ 0.0033680418123371103,
448
+ 0.0033310315844809406,
449
+ -0.0032860071908742197,
450
+ -0.0031393720461488387,
451
+ -0.0030851282498453175,
452
+ -0.0030803107090381396,
453
+ 0.003014740006532247,
454
+ -0.0029345595671044673,
455
+ 0.0028247917569737646,
456
+ 0.0025567799768416314,
457
+ -0.002419837775482746,
458
+ -0.002413041577131418,
459
+ -0.002375880575366035,
460
+ -0.0023592764262880743,
461
+ -0.0023373904049819585,
462
+ 0.0023211142521428344,
463
+ -0.0022916438074231447,
464
+ -0.0022126149740540925,
465
+ 0.002187882180562269,
466
+ -0.002169078743319781,
467
+ -0.0021500258785039942,
468
+ 0.0020697945004055814,
469
+ 0.0019784336706653595,
470
+ -0.001959694855789018,
471
+ -0.0019367377622470188,
472
+ -0.001461927550537689,
473
+ 0.0014611589704922258,
474
+ -0.0014221415162319379,
475
+ 0.0013803964043315972,
476
+ -0.0013685767656971318,
477
+ -0.0013126924903953696,
478
+ 0.0012595445873326986,
479
+ -0.0011696347723971687,
480
+ -0.0010863066755055957,
481
+ 0.0010601549181167387,
482
+ -0.0008593759842011206,
483
+ -0.0007671672521468432,
484
+ -0.0007405458351989521,
485
+ 0.0007385103058398795,
486
+ -0.0007186578787641723,
487
+ 0.0006943553217879582,
488
+ 0.000680313082419129,
489
+ -0.0006735071554229191,
490
+ 0.0006276917822964753,
491
+ -0.0006218580210147814,
492
+ -0.0005902547014323831,
493
+ -0.0005714059631371159,
494
+ -0.0005692479822210037,
495
+ 0.0005406360985489066,
496
+ 0.0005177395859942938,
497
+ 0.0004992940400960655,
498
+ -0.00047273961085924997,
499
+ -0.00030093527303781583,
500
+ -0.00022940447756427033,
501
+ 0.0001464116769632394,
502
+ -0.00010163604069104456,
503
+ 1.992292243616738e-05,
504
+ -4.242337338730487e-06,
505
+ 7.563586947016397e-07,
506
+ -9.94309871833896e-16,
507
+ -2.9247284965896185e-16,
508
+ -1.4709232363701137e-16,
509
+ -4.890850328745183e-19,
510
+ 4.890850328745183e-19,
511
+ -2.4454251643725917e-19,
512
+ -2.4454251643725917e-19,
513
+ -2.4454251643725917e-19
514
+ ],
515
+ "Absolute Coefficient": [
516
+ 0.10371099334877075,
517
+ 0.08364403167619472,
518
+ 0.07745147433427725,
519
+ 0.07563097589217986,
520
+ 0.06918816030619901,
521
+ 0.061855580029094734,
522
+ 0.0489081070202556,
523
+ 0.047913078964830554,
524
+ 0.04712641370345092,
525
+ 0.045071533256009585,
526
+ 0.044858005449048236,
527
+ 0.0387549966801049,
528
+ 0.037992471259213755,
529
+ 0.037463395603242695,
530
+ 0.035917088641906146,
531
+ 0.03572019304582281,
532
+ 0.03487167678028512,
533
+ 0.03402644492765911,
534
+ 0.033334542693078055,
535
+ 0.0329053610910652,
536
+ 0.03268448701882037,
537
+ 0.03231785663887741,
538
+ 0.03201997352044712,
539
+ 0.031968790716477416,
540
+ 0.031376112592974154,
541
+ 0.031143569973213717,
542
+ 0.030742242226553862,
543
+ 0.030524235333379522,
544
+ 0.03040683872891562,
545
+ 0.029982824083599893,
546
+ 0.02924907912260676,
547
+ 0.028891130153445545,
548
+ 0.02850125102665004,
549
+ 0.02843768817003022,
550
+ 0.02816272846514706,
551
+ 0.027824987334527207,
552
+ 0.027814896952547293,
553
+ 0.026903507843222173,
554
+ 0.02558099864056834,
555
+ 0.024982108693052195,
556
+ 0.02447378496873537,
557
+ 0.02433592732389016,
558
+ 0.024302250706208606,
559
+ 0.024034372149449243,
560
+ 0.023695736121754987,
561
+ 0.023485970212653747,
562
+ 0.023368704068242204,
563
+ 0.022601987599241587,
564
+ 0.021966690792842226,
565
+ 0.021770705464985104,
566
+ 0.02152175102025138,
567
+ 0.02140388213755599,
568
+ 0.021287013954411835,
569
+ 0.021173897501308266,
570
+ 0.02113762750465434,
571
+ 0.02111798728093262,
572
+ 0.020718550961712743,
573
+ 0.020671796027491945,
574
+ 0.020481876914151737,
575
+ 0.020341336975099645,
576
+ 0.01993749998922629,
577
+ 0.019768838104460642,
578
+ 0.01959389405870886,
579
+ 0.019521941297500792,
580
+ 0.01924584786415702,
581
+ 0.019005905729699717,
582
+ 0.018561984560479177,
583
+ 0.018238734514008748,
584
+ 0.017820353630542088,
585
+ 0.017528443128756434,
586
+ 0.017486828868961007,
587
+ 0.017324523718389592,
588
+ 0.017243661211753143,
589
+ 0.017156473474256112,
590
+ 0.016888947736908598,
591
+ 0.01682397491376947,
592
+ 0.01679547125469021,
593
+ 0.016594554855569602,
594
+ 0.01644554901654251,
595
+ 0.016433964341668713,
596
+ 0.016199944887550357,
597
+ 0.015633280434348022,
598
+ 0.015370480108832149,
599
+ 0.015205559273909658,
600
+ 0.015184297881203561,
601
+ 0.015030953507030587,
602
+ 0.01502989945888355,
603
+ 0.015003606516773639,
604
+ 0.014955778933165145,
605
+ 0.014614305686641906,
606
+ 0.014437783535665298,
607
+ 0.014376916636061061,
608
+ 0.014310806064765012,
609
+ 0.014237640796476624,
610
+ 0.014056142667085455,
611
+ 0.014051013347807392,
612
+ 0.013937940753596743,
613
+ 0.013876731846496616,
614
+ 0.013785765785387887,
615
+ 0.013697521029897857,
616
+ 0.012963322604552446,
617
+ 0.012898589008827782,
618
+ 0.01275413535926275,
619
+ 0.012627613438359183,
620
+ 0.0119804825095931,
621
+ 0.011808261271735156,
622
+ 0.011670387879425403,
623
+ 0.011535883812064527,
624
+ 0.01113581173862147,
625
+ 0.01105697126385101,
626
+ 0.011021068723457065,
627
+ 0.01081196080524249,
628
+ 0.010709246339003237,
629
+ 0.010515671940212456,
630
+ 0.010474224504658307,
631
+ 0.010265822310246784,
632
+ 0.01022975719356559,
633
+ 0.010032118655803928,
634
+ 0.00977391155398588,
635
+ 0.009328198641619344,
636
+ 0.0091642474408834,
637
+ 0.009154630636358003,
638
+ 0.009055341281313075,
639
+ 0.008627198560461737,
640
+ 0.0085127447706148,
641
+ 0.00844786901679487,
642
+ 0.008436088172143313,
643
+ 0.008422152507082824,
644
+ 0.00835841237428569,
645
+ 0.008358404268446041,
646
+ 0.008175570459331934,
647
+ 0.00809615142461591,
648
+ 0.007880912262674702,
649
+ 0.007738745843884072,
650
+ 0.007631613504034189,
651
+ 0.007543598718858404,
652
+ 0.00753486864856388,
653
+ 0.007476869561806433,
654
+ 0.0071937527724719175,
655
+ 0.007027950775497025,
656
+ 0.006961853860643481,
657
+ 0.006773533182641696,
658
+ 0.006633593090351345,
659
+ 0.006596967024886931,
660
+ 0.00641022309900315,
661
+ 0.0063885459065564166,
662
+ 0.006187787065405535,
663
+ 0.006040680234350503,
664
+ 0.0060384555734021616,
665
+ 0.00599218454596391,
666
+ 0.005962955129788491,
667
+ 0.005702479077876303,
668
+ 0.005690200914656706,
669
+ 0.005585707247994229,
670
+ 0.005559379005784671,
671
+ 0.005374940827776938,
672
+ 0.005343603308575304,
673
+ 0.005336743575831082,
674
+ 0.005151577457418965,
675
+ 0.005129161871243756,
676
+ 0.005092628876411924,
677
+ 0.005073732194646365,
678
+ 0.005012057373615676,
679
+ 0.00492706787873709,
680
+ 0.004864283652811385,
681
+ 0.004847607928316171,
682
+ 0.004840166611347999,
683
+ 0.00483158179668081,
684
+ 0.004823615361697615,
685
+ 0.0046077580322543815,
686
+ 0.004606746110072326,
687
+ 0.004591998559052896,
688
+ 0.0044755097530076214,
689
+ 0.004336572831053331,
690
+ 0.004298735513784666,
691
+ 0.0042667639566537074,
692
+ 0.004224332488500148,
693
+ 0.004196374458189524,
694
+ 0.003980444105018903,
695
+ 0.003885473809069118,
696
+ 0.003863498924528765,
697
+ 0.0038064244288022048,
698
+ 0.0037006817643226468,
699
+ 0.0035738016311372034,
700
+ 0.0035396905236060945,
701
+ 0.0035280877740704033,
702
+ 0.0033831123275348805,
703
+ 0.0033680418123371103,
704
+ 0.0033310315844809406,
705
+ 0.0032860071908742197,
706
+ 0.0031393720461488387,
707
+ 0.0030851282498453175,
708
+ 0.0030803107090381396,
709
+ 0.003014740006532247,
710
+ 0.0029345595671044673,
711
+ 0.0028247917569737646,
712
+ 0.0025567799768416314,
713
+ 0.002419837775482746,
714
+ 0.002413041577131418,
715
+ 0.002375880575366035,
716
+ 0.0023592764262880743,
717
+ 0.0023373904049819585,
718
+ 0.0023211142521428344,
719
+ 0.0022916438074231447,
720
+ 0.0022126149740540925,
721
+ 0.002187882180562269,
722
+ 0.002169078743319781,
723
+ 0.0021500258785039942,
724
+ 0.0020697945004055814,
725
+ 0.0019784336706653595,
726
+ 0.001959694855789018,
727
+ 0.0019367377622470188,
728
+ 0.001461927550537689,
729
+ 0.0014611589704922258,
730
+ 0.0014221415162319379,
731
+ 0.0013803964043315972,
732
+ 0.0013685767656971318,
733
+ 0.0013126924903953696,
734
+ 0.0012595445873326986,
735
+ 0.0011696347723971687,
736
+ 0.0010863066755055957,
737
+ 0.0010601549181167387,
738
+ 0.0008593759842011206,
739
+ 0.0007671672521468432,
740
+ 0.0007405458351989521,
741
+ 0.0007385103058398795,
742
+ 0.0007186578787641723,
743
+ 0.0006943553217879582,
744
+ 0.000680313082419129,
745
+ 0.0006735071554229191,
746
+ 0.0006276917822964753,
747
+ 0.0006218580210147814,
748
+ 0.0005902547014323831,
749
+ 0.0005714059631371159,
750
+ 0.0005692479822210037,
751
+ 0.0005406360985489066,
752
+ 0.0005177395859942938,
753
+ 0.0004992940400960655,
754
+ 0.00047273961085924997,
755
+ 0.00030093527303781583,
756
+ 0.00022940447756427033,
757
+ 0.0001464116769632394,
758
+ 0.00010163604069104456,
759
+ 1.992292243616738e-05,
760
+ 4.242337338730487e-06,
761
+ 7.563586947016397e-07,
762
+ 9.94309871833896e-16,
763
+ 2.9247284965896185e-16,
764
+ 1.4709232363701137e-16,
765
+ 4.890850328745183e-19,
766
+ 4.890850328745183e-19,
767
+ 2.4454251643725917e-19,
768
+ 2.4454251643725917e-19,
769
+ 2.4454251643725917e-19
770
+ ]
771
+ },
772
+ "cv_performance": {
773
+ "prediction": {
774
+ "accuracy": 76.88888888888889,
775
+ "precision": 75.04229617194957,
776
+ "recall": 97.99539170506912,
777
+ "f1": 84.83354078420648
778
+ },
779
+ "selection": {
780
+ "precision": 0.8635918863885674,
781
+ "recall": 2.4657534246575343,
782
+ "f1": 1.2790273071375018,
783
+ "jaccard": 0.6458177829331418
784
+ }
785
+ }
786
+ }
p3/regress/Huntingtons_Disease/significant_genes_condition_Migraine.json ADDED
@@ -0,0 +1,762 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "significant_genes": {
3
+ "Variable": [
4
+ "CTAG1A",
5
+ "FGF7P6",
6
+ "BNIP3L",
7
+ "NDUFB11",
8
+ "CAST",
9
+ "RBM10",
10
+ "SLC35A3",
11
+ "IFITM2",
12
+ "LMTK3",
13
+ "ZIC1",
14
+ "NEUROD2",
15
+ "USP10",
16
+ "C15orf40",
17
+ "ZNF662",
18
+ "FBXL2",
19
+ "CCS",
20
+ "FAM187B",
21
+ "GABPB1-AS1",
22
+ "PPM1L",
23
+ "CAV1",
24
+ "TTYH1",
25
+ "SOX15",
26
+ "NIPA2",
27
+ "SART3",
28
+ "LHCGR",
29
+ "FHIP1A",
30
+ "MEA1",
31
+ "RTF2",
32
+ "MPV17L",
33
+ "CCP110",
34
+ "KLHL14",
35
+ "NPEPL1",
36
+ "SKIC3",
37
+ "MARCHF10",
38
+ "PDCL",
39
+ "ABLIM2",
40
+ "COL11A1",
41
+ "PDPR",
42
+ "CYP2C19",
43
+ "IGKV1-37",
44
+ "TTI1",
45
+ "ZNF528",
46
+ "MSTO2P",
47
+ "ZNF552",
48
+ "AHCTF1P1",
49
+ "LAMP3",
50
+ "ALKBH4",
51
+ "STX18",
52
+ "SELENOM",
53
+ "LDOC1",
54
+ "CUTALP",
55
+ "FAM169A",
56
+ "TRMT12",
57
+ "KCNJ1",
58
+ "PPP1R10",
59
+ "PYGB",
60
+ "SRSF5",
61
+ "MLNR",
62
+ "RCOR1",
63
+ "EIF4A2",
64
+ "ERGIC1",
65
+ "CCR7",
66
+ "SFRP5",
67
+ "ZNF281",
68
+ "COL11A2",
69
+ "SLC43A2",
70
+ "LEMD2",
71
+ "IGSF10",
72
+ "TRIM48",
73
+ "NCBP2AS2",
74
+ "AURKC",
75
+ "METTL21EP",
76
+ "ZNF843",
77
+ "NPY",
78
+ "RASSF2",
79
+ "MGRN1",
80
+ "C17orf99",
81
+ "MIR21",
82
+ "CEP290",
83
+ "SCARF1",
84
+ "CAPN11",
85
+ "PDZD9",
86
+ "HSD11B2",
87
+ "TPTE",
88
+ "FIGN",
89
+ "UPK2",
90
+ "ADIPOQ",
91
+ "FBXO28",
92
+ "PEX6",
93
+ "DRG1",
94
+ "ZKSCAN1",
95
+ "GTPBP10",
96
+ "FCER1G",
97
+ "KDR",
98
+ "GRIK1",
99
+ "B3GNT3",
100
+ "C3AR1",
101
+ "ZSCAN1",
102
+ "TMEM40",
103
+ "BBS9",
104
+ "L2HGDH",
105
+ "PTPN1",
106
+ "MRFAP1",
107
+ "STX12",
108
+ "PYCR3",
109
+ "CD300LF",
110
+ "RAB40C",
111
+ "CPE",
112
+ "FAM161A",
113
+ "GSR",
114
+ "RNF13",
115
+ "ALAS2",
116
+ "NEUROD1",
117
+ "TENM4",
118
+ "OR8G1",
119
+ "ASXL2",
120
+ "GDA",
121
+ "CGNL1",
122
+ "LRATD2",
123
+ "HMGA1P4",
124
+ "TPGS2",
125
+ "IDI2",
126
+ "GXYLT2",
127
+ "HHLA2",
128
+ "SLC25A15",
129
+ "CHP1",
130
+ "OMA1",
131
+ "KISS1",
132
+ "SLC39A11",
133
+ "MAB21L3",
134
+ "ZNF7",
135
+ "CYP1B1-AS1",
136
+ "SPAG8",
137
+ "AQP7",
138
+ "FAM181A",
139
+ "PRSS2",
140
+ "PPP5D1P",
141
+ "TUBB1",
142
+ "SUGP1",
143
+ "AP5B1",
144
+ "APEX1",
145
+ "SPEF1",
146
+ "TCF20",
147
+ "RN7SKP150",
148
+ "KRTAP4-2",
149
+ "RBAKDN",
150
+ "TCF7L1",
151
+ "TYMP",
152
+ "MMUT",
153
+ "ANKRD27",
154
+ "TMEM220",
155
+ "IL13",
156
+ "NDUFS8",
157
+ "ZUP1",
158
+ "FCN2",
159
+ "NUP35",
160
+ "FOXA2",
161
+ "TRAJ20",
162
+ "MIR4691",
163
+ "YPEL5",
164
+ "ZNF596",
165
+ "G3BP1",
166
+ "ADAMTSL1",
167
+ "NPM1P22",
168
+ "SPTBN2",
169
+ "RAB5B",
170
+ "VWA5A",
171
+ "ADGRG7",
172
+ "KIF1B",
173
+ "SIK2",
174
+ "NDUFA8",
175
+ "PLCE1",
176
+ "CRABP2",
177
+ "RENBP",
178
+ "TLL1",
179
+ "ZBTB33",
180
+ "PAX7",
181
+ "DLX3",
182
+ "MEPE",
183
+ "PHYH",
184
+ "ACVRL1",
185
+ "NBL1",
186
+ "RFX6",
187
+ "EXO1",
188
+ "SELENBP1",
189
+ "TWIST1",
190
+ "NFATC4",
191
+ "SYNPO2L",
192
+ "IGLV1-44",
193
+ "GNG5",
194
+ "WASF3",
195
+ "DNAI1",
196
+ "GJB3",
197
+ "MOGS",
198
+ "CT45A1",
199
+ "XPA",
200
+ "ZBTB24",
201
+ "TAS2R50",
202
+ "RTN4RL2",
203
+ "MTMR10",
204
+ "TTTY7B",
205
+ "KCNK12",
206
+ "XKRX",
207
+ "FAM53B-AS1",
208
+ "SNHG10",
209
+ "PRR30",
210
+ "XAB2",
211
+ "FLVCR1",
212
+ "RPS6KA6",
213
+ "DDX17",
214
+ "WTIP",
215
+ "METTL25B",
216
+ "NUDT11",
217
+ "FAF2",
218
+ "FBN3",
219
+ "ZNF28",
220
+ "LRP5",
221
+ "CSTF1",
222
+ "SFTA3",
223
+ "MIR205",
224
+ "PACRGL",
225
+ "EDEM2",
226
+ "CUEDC2",
227
+ "EPHB2",
228
+ "ADAM20",
229
+ "CIMIP5",
230
+ "HTRA4",
231
+ "CLINT1",
232
+ "CFHR4",
233
+ "PFDN4",
234
+ "ZFR",
235
+ "SCGB2B2",
236
+ "DNAAF4",
237
+ "PDE7B",
238
+ "DECR1",
239
+ "PCSK1",
240
+ "FGD4",
241
+ "TRIR",
242
+ "ERVH-1",
243
+ "RPL27A",
244
+ "MIR7113",
245
+ "PDE6D",
246
+ "SLC7A14",
247
+ "IGKV1D-37",
248
+ "TRAV36DV7",
249
+ "CTAG1B"
250
+ ],
251
+ "Coefficient": [
252
+ -0.08679427070462442,
253
+ -0.08024428297485856,
254
+ 0.07560289358814372,
255
+ -0.06709055387586396,
256
+ 0.06266007213221686,
257
+ -0.0586403288677712,
258
+ -0.05300780949264785,
259
+ 0.05075194521076196,
260
+ 0.049671396998839684,
261
+ 0.04761099664605877,
262
+ 0.0432746301614129,
263
+ 0.0420140213889776,
264
+ -0.04126604676987225,
265
+ 0.04070263577380596,
266
+ -0.03983533849207894,
267
+ -0.03926198503405874,
268
+ -0.03732362746222784,
269
+ 0.03608554357479109,
270
+ 0.03504451827263136,
271
+ -0.034911743985348895,
272
+ 0.03459150306210023,
273
+ -0.03447966883110545,
274
+ 0.03391894304575547,
275
+ 0.03236144456801382,
276
+ -0.03216981434741404,
277
+ -0.03208939484761017,
278
+ -0.03194358399879609,
279
+ -0.029807144217404054,
280
+ 0.029401088488147924,
281
+ -0.029178400822462782,
282
+ 0.02858729707951759,
283
+ 0.02852459875199483,
284
+ 0.027533108747769115,
285
+ 0.02724732781979332,
286
+ 0.027238192357340214,
287
+ 0.026319546045959152,
288
+ -0.026273144624335568,
289
+ 0.02572514848166819,
290
+ -0.02503307458071117,
291
+ -0.02483960799927586,
292
+ -0.024734335508367677,
293
+ 0.024629809634632002,
294
+ 0.024127752063418658,
295
+ -0.023449516939944903,
296
+ 0.022386547193394547,
297
+ 0.02219262098119211,
298
+ -0.021790203902165857,
299
+ -0.021285263711740998,
300
+ 0.02124078535981094,
301
+ 0.021228676763515877,
302
+ 0.021205202294371794,
303
+ 0.02069621788051109,
304
+ 0.020011787419015454,
305
+ -0.019459841869011337,
306
+ 0.019408770038615877,
307
+ 0.019254029601723073,
308
+ -0.01885947501582971,
309
+ 0.017565385737289108,
310
+ -0.017442406036014303,
311
+ 0.016625326042730777,
312
+ 0.016214526842497527,
313
+ 0.01612196136967299,
314
+ -0.016012948715572965,
315
+ 0.01579638650959481,
316
+ -0.015708740879539235,
317
+ 0.01561387620595536,
318
+ -0.015530889631951919,
319
+ -0.01533719135128657,
320
+ 0.015310241688561802,
321
+ -0.01513153595165812,
322
+ -0.015090033058485556,
323
+ 0.015085941244512534,
324
+ 0.0150223936012423,
325
+ -0.014828338529408382,
326
+ 0.014803608393858908,
327
+ -0.014798731347075907,
328
+ 0.014732152701372623,
329
+ 0.014636587347647742,
330
+ 0.014615946273981837,
331
+ 0.014576173022487657,
332
+ -0.014566069237150293,
333
+ -0.014564444419501396,
334
+ -0.014551600648263526,
335
+ -0.014346415854704156,
336
+ 0.014138157401546827,
337
+ -0.014060832713974349,
338
+ 0.013984702554051934,
339
+ -0.0138125444135756,
340
+ 0.013555858225386578,
341
+ -0.013212710897167275,
342
+ 0.013112537233410554,
343
+ -0.013041252860208448,
344
+ 0.01303955815967682,
345
+ 0.013025272706420248,
346
+ 0.012754007758487885,
347
+ 0.012518969548291015,
348
+ -0.012458938999225504,
349
+ -0.012332511281783386,
350
+ -0.01226535252003334,
351
+ 0.012263762440057361,
352
+ -0.012068118449405184,
353
+ 0.011911054417391882,
354
+ 0.011822756644683111,
355
+ 0.011684471008931527,
356
+ 0.011682695943595769,
357
+ -0.011499181319227015,
358
+ 0.010992331508642202,
359
+ -0.010880984254041349,
360
+ -0.010777597220963235,
361
+ -0.010718229954677094,
362
+ 0.010465765730193534,
363
+ -0.010001011956313633,
364
+ -0.009882252652300928,
365
+ 0.009739600666194765,
366
+ 0.009604614290535262,
367
+ 0.009586854868904522,
368
+ -0.009516787087673641,
369
+ 0.009470599271213815,
370
+ -0.009468906028176339,
371
+ -0.009459741313638465,
372
+ 0.008973216493694154,
373
+ 0.008792359679711943,
374
+ 0.008365988022349242,
375
+ -0.008298212818612366,
376
+ 0.008140981239872239,
377
+ 0.008110726745191546,
378
+ -0.008062543893497007,
379
+ 0.007995571635799682,
380
+ 0.007971164298937898,
381
+ -0.007830078906551687,
382
+ -0.007829178456855225,
383
+ -0.0077373137616782856,
384
+ 0.007655910095450669,
385
+ 0.007632844861637173,
386
+ -0.00758972272885082,
387
+ 0.007552830365967339,
388
+ 0.007530865824663265,
389
+ 0.007352914094306087,
390
+ 0.007314756171028049,
391
+ -0.00730081978838509,
392
+ -0.007138234589036852,
393
+ -0.007043481811270646,
394
+ -0.007039447752788791,
395
+ -0.006972050206057278,
396
+ -0.006872524044477111,
397
+ -0.00677434177837667,
398
+ -0.0066850445075608425,
399
+ 0.00662610037659614,
400
+ 0.006468083590964454,
401
+ -0.006392671060137915,
402
+ 0.0063814365645224755,
403
+ 0.006381033903866829,
404
+ -0.006371185321773666,
405
+ -0.006368292528867256,
406
+ 0.006273244499460658,
407
+ -0.006266433751890409,
408
+ -0.006253641988479442,
409
+ -0.006186964325025541,
410
+ -0.006184758178483505,
411
+ 0.005952071056041358,
412
+ 0.005931598537599954,
413
+ 0.005830195012556363,
414
+ -0.0057399789654361474,
415
+ -0.005647179141541416,
416
+ -0.005592185432292693,
417
+ 0.005500443510455997,
418
+ 0.0053929921127314675,
419
+ 0.005262898235836804,
420
+ 0.005244604871235515,
421
+ -0.005182312679508691,
422
+ -0.005063699434673212,
423
+ 0.004762531105196243,
424
+ -0.004743382768848961,
425
+ 0.004617004982842029,
426
+ -0.004593351222666194,
427
+ -0.004488822943636706,
428
+ -0.004413666139391226,
429
+ -0.004319236310391001,
430
+ -0.004301764813264733,
431
+ 0.004296448123652748,
432
+ -0.004098573441023049,
433
+ 0.003932835917140984,
434
+ -0.003925845578283307,
435
+ -0.003913663727143371,
436
+ 0.0037790967909508925,
437
+ -0.0037595614134503107,
438
+ -0.003746389964882606,
439
+ 0.0035278570497428224,
440
+ 0.00342837785221633,
441
+ 0.0034106021783689277,
442
+ -0.0033793536010286733,
443
+ -0.003364213007122091,
444
+ -0.003170875902717193,
445
+ 0.0029337860561673957,
446
+ -0.0028536428243998786,
447
+ 0.0028382470539700462,
448
+ 0.0028022457734339767,
449
+ 0.0027740899502286098,
450
+ -0.0026948379141037188,
451
+ -0.002655616099747816,
452
+ -0.002400775308192101,
453
+ -0.002399263383913465,
454
+ -0.0023522480144724804,
455
+ -0.0023058798110802805,
456
+ 0.0022389894969517647,
457
+ -0.0020947964490791197,
458
+ -0.0020867864475436577,
459
+ -0.0020361204355563924,
460
+ 0.0019427960188888524,
461
+ 0.0018696539423783895,
462
+ 0.0018329736533906212,
463
+ -0.0018004302365481305,
464
+ -0.0017992373740486805,
465
+ 0.0017652096884649376,
466
+ 0.0015939502423570424,
467
+ 0.0014633508430345193,
468
+ 0.001347397758753334,
469
+ -0.0012079706995590086,
470
+ 0.0011748199132346367,
471
+ 0.00104993740558103,
472
+ -0.0010308305728469708,
473
+ 0.0009546140254786198,
474
+ -0.0008763944877900732,
475
+ -0.0008141797700826916,
476
+ -0.0007492463208795711,
477
+ 0.0007051726516465294,
478
+ -0.0006971772425420235,
479
+ 0.0006561662148408571,
480
+ 0.0006558439877914649,
481
+ -0.0005110924155442575,
482
+ 0.00044127851100729445,
483
+ -0.00043050230900341404,
484
+ -0.0003850028695760515,
485
+ -0.0003129034556518301,
486
+ 0.00027624699758550434,
487
+ 0.0002262733208509341,
488
+ 0.00022563856764695286,
489
+ -0.00021617380929920968,
490
+ 0.0001762665631528405,
491
+ 0.00017067360934483396,
492
+ -1.4126244253014302e-05,
493
+ -4.211257147342136e-06,
494
+ 3.982814459698924e-07,
495
+ -8.400035439619854e-16,
496
+ -1.365769954302092e-16,
497
+ -8.656805081878973e-17
498
+ ],
499
+ "Absolute Coefficient": [
500
+ 0.08679427070462442,
501
+ 0.08024428297485856,
502
+ 0.07560289358814372,
503
+ 0.06709055387586396,
504
+ 0.06266007213221686,
505
+ 0.0586403288677712,
506
+ 0.05300780949264785,
507
+ 0.05075194521076196,
508
+ 0.049671396998839684,
509
+ 0.04761099664605877,
510
+ 0.0432746301614129,
511
+ 0.0420140213889776,
512
+ 0.04126604676987225,
513
+ 0.04070263577380596,
514
+ 0.03983533849207894,
515
+ 0.03926198503405874,
516
+ 0.03732362746222784,
517
+ 0.03608554357479109,
518
+ 0.03504451827263136,
519
+ 0.034911743985348895,
520
+ 0.03459150306210023,
521
+ 0.03447966883110545,
522
+ 0.03391894304575547,
523
+ 0.03236144456801382,
524
+ 0.03216981434741404,
525
+ 0.03208939484761017,
526
+ 0.03194358399879609,
527
+ 0.029807144217404054,
528
+ 0.029401088488147924,
529
+ 0.029178400822462782,
530
+ 0.02858729707951759,
531
+ 0.02852459875199483,
532
+ 0.027533108747769115,
533
+ 0.02724732781979332,
534
+ 0.027238192357340214,
535
+ 0.026319546045959152,
536
+ 0.026273144624335568,
537
+ 0.02572514848166819,
538
+ 0.02503307458071117,
539
+ 0.02483960799927586,
540
+ 0.024734335508367677,
541
+ 0.024629809634632002,
542
+ 0.024127752063418658,
543
+ 0.023449516939944903,
544
+ 0.022386547193394547,
545
+ 0.02219262098119211,
546
+ 0.021790203902165857,
547
+ 0.021285263711740998,
548
+ 0.02124078535981094,
549
+ 0.021228676763515877,
550
+ 0.021205202294371794,
551
+ 0.02069621788051109,
552
+ 0.020011787419015454,
553
+ 0.019459841869011337,
554
+ 0.019408770038615877,
555
+ 0.019254029601723073,
556
+ 0.01885947501582971,
557
+ 0.017565385737289108,
558
+ 0.017442406036014303,
559
+ 0.016625326042730777,
560
+ 0.016214526842497527,
561
+ 0.01612196136967299,
562
+ 0.016012948715572965,
563
+ 0.01579638650959481,
564
+ 0.015708740879539235,
565
+ 0.01561387620595536,
566
+ 0.015530889631951919,
567
+ 0.01533719135128657,
568
+ 0.015310241688561802,
569
+ 0.01513153595165812,
570
+ 0.015090033058485556,
571
+ 0.015085941244512534,
572
+ 0.0150223936012423,
573
+ 0.014828338529408382,
574
+ 0.014803608393858908,
575
+ 0.014798731347075907,
576
+ 0.014732152701372623,
577
+ 0.014636587347647742,
578
+ 0.014615946273981837,
579
+ 0.014576173022487657,
580
+ 0.014566069237150293,
581
+ 0.014564444419501396,
582
+ 0.014551600648263526,
583
+ 0.014346415854704156,
584
+ 0.014138157401546827,
585
+ 0.014060832713974349,
586
+ 0.013984702554051934,
587
+ 0.0138125444135756,
588
+ 0.013555858225386578,
589
+ 0.013212710897167275,
590
+ 0.013112537233410554,
591
+ 0.013041252860208448,
592
+ 0.01303955815967682,
593
+ 0.013025272706420248,
594
+ 0.012754007758487885,
595
+ 0.012518969548291015,
596
+ 0.012458938999225504,
597
+ 0.012332511281783386,
598
+ 0.01226535252003334,
599
+ 0.012263762440057361,
600
+ 0.012068118449405184,
601
+ 0.011911054417391882,
602
+ 0.011822756644683111,
603
+ 0.011684471008931527,
604
+ 0.011682695943595769,
605
+ 0.011499181319227015,
606
+ 0.010992331508642202,
607
+ 0.010880984254041349,
608
+ 0.010777597220963235,
609
+ 0.010718229954677094,
610
+ 0.010465765730193534,
611
+ 0.010001011956313633,
612
+ 0.009882252652300928,
613
+ 0.009739600666194765,
614
+ 0.009604614290535262,
615
+ 0.009586854868904522,
616
+ 0.009516787087673641,
617
+ 0.009470599271213815,
618
+ 0.009468906028176339,
619
+ 0.009459741313638465,
620
+ 0.008973216493694154,
621
+ 0.008792359679711943,
622
+ 0.008365988022349242,
623
+ 0.008298212818612366,
624
+ 0.008140981239872239,
625
+ 0.008110726745191546,
626
+ 0.008062543893497007,
627
+ 0.007995571635799682,
628
+ 0.007971164298937898,
629
+ 0.007830078906551687,
630
+ 0.007829178456855225,
631
+ 0.0077373137616782856,
632
+ 0.007655910095450669,
633
+ 0.007632844861637173,
634
+ 0.00758972272885082,
635
+ 0.007552830365967339,
636
+ 0.007530865824663265,
637
+ 0.007352914094306087,
638
+ 0.007314756171028049,
639
+ 0.00730081978838509,
640
+ 0.007138234589036852,
641
+ 0.007043481811270646,
642
+ 0.007039447752788791,
643
+ 0.006972050206057278,
644
+ 0.006872524044477111,
645
+ 0.00677434177837667,
646
+ 0.0066850445075608425,
647
+ 0.00662610037659614,
648
+ 0.006468083590964454,
649
+ 0.006392671060137915,
650
+ 0.0063814365645224755,
651
+ 0.006381033903866829,
652
+ 0.006371185321773666,
653
+ 0.006368292528867256,
654
+ 0.006273244499460658,
655
+ 0.006266433751890409,
656
+ 0.006253641988479442,
657
+ 0.006186964325025541,
658
+ 0.006184758178483505,
659
+ 0.005952071056041358,
660
+ 0.005931598537599954,
661
+ 0.005830195012556363,
662
+ 0.0057399789654361474,
663
+ 0.005647179141541416,
664
+ 0.005592185432292693,
665
+ 0.005500443510455997,
666
+ 0.0053929921127314675,
667
+ 0.005262898235836804,
668
+ 0.005244604871235515,
669
+ 0.005182312679508691,
670
+ 0.005063699434673212,
671
+ 0.004762531105196243,
672
+ 0.004743382768848961,
673
+ 0.004617004982842029,
674
+ 0.004593351222666194,
675
+ 0.004488822943636706,
676
+ 0.004413666139391226,
677
+ 0.004319236310391001,
678
+ 0.004301764813264733,
679
+ 0.004296448123652748,
680
+ 0.004098573441023049,
681
+ 0.003932835917140984,
682
+ 0.003925845578283307,
683
+ 0.003913663727143371,
684
+ 0.0037790967909508925,
685
+ 0.0037595614134503107,
686
+ 0.003746389964882606,
687
+ 0.0035278570497428224,
688
+ 0.00342837785221633,
689
+ 0.0034106021783689277,
690
+ 0.0033793536010286733,
691
+ 0.003364213007122091,
692
+ 0.003170875902717193,
693
+ 0.0029337860561673957,
694
+ 0.0028536428243998786,
695
+ 0.0028382470539700462,
696
+ 0.0028022457734339767,
697
+ 0.0027740899502286098,
698
+ 0.0026948379141037188,
699
+ 0.002655616099747816,
700
+ 0.002400775308192101,
701
+ 0.002399263383913465,
702
+ 0.0023522480144724804,
703
+ 0.0023058798110802805,
704
+ 0.0022389894969517647,
705
+ 0.0020947964490791197,
706
+ 0.0020867864475436577,
707
+ 0.0020361204355563924,
708
+ 0.0019427960188888524,
709
+ 0.0018696539423783895,
710
+ 0.0018329736533906212,
711
+ 0.0018004302365481305,
712
+ 0.0017992373740486805,
713
+ 0.0017652096884649376,
714
+ 0.0015939502423570424,
715
+ 0.0014633508430345193,
716
+ 0.001347397758753334,
717
+ 0.0012079706995590086,
718
+ 0.0011748199132346367,
719
+ 0.00104993740558103,
720
+ 0.0010308305728469708,
721
+ 0.0009546140254786198,
722
+ 0.0008763944877900732,
723
+ 0.0008141797700826916,
724
+ 0.0007492463208795711,
725
+ 0.0007051726516465294,
726
+ 0.0006971772425420235,
727
+ 0.0006561662148408571,
728
+ 0.0006558439877914649,
729
+ 0.0005110924155442575,
730
+ 0.00044127851100729445,
731
+ 0.00043050230900341404,
732
+ 0.0003850028695760515,
733
+ 0.0003129034556518301,
734
+ 0.00027624699758550434,
735
+ 0.0002262733208509341,
736
+ 0.00022563856764695286,
737
+ 0.00021617380929920968,
738
+ 0.0001762665631528405,
739
+ 0.00017067360934483396,
740
+ 1.4126244253014302e-05,
741
+ 4.211257147342136e-06,
742
+ 3.982814459698924e-07,
743
+ 8.400035439619854e-16,
744
+ 1.365769954302092e-16,
745
+ 8.656805081878973e-17
746
+ ]
747
+ },
748
+ "cv_performance": {
749
+ "prediction": {
750
+ "accuracy": 76.0,
751
+ "precision": 74.51057877251267,
752
+ "recall": 98.0155529953917,
753
+ "f1": 84.46708074534163
754
+ },
755
+ "selection": {
756
+ "precision": 0.698521022057696,
757
+ "recall": 1.917808219178082,
758
+ "f1": 1.0239036315702343,
759
+ "jaccard": 0.515967267130431
760
+ }
761
+ }
762
+ }
p3/regress/Huntingtons_Disease/significant_genes_condition_None.json ADDED
@@ -0,0 +1,783 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "significant_genes": {
3
+ "Variable": [
4
+ "CTAG1A",
5
+ "FGF7P6",
6
+ "NDUFB11",
7
+ "BNIP3L",
8
+ "CAST",
9
+ "SLC35A3",
10
+ "RBM10",
11
+ "LMTK3",
12
+ "NIPA2",
13
+ "C15orf40",
14
+ "ZIC1",
15
+ "NEUROD2",
16
+ "IFITM2",
17
+ "FBXL2",
18
+ "GABPB1-AS1",
19
+ "USP10",
20
+ "SART3",
21
+ "MPV17L",
22
+ "SOX15",
23
+ "FAM187B",
24
+ "RTF2",
25
+ "CAV1",
26
+ "ZNF662",
27
+ "CCS",
28
+ "TTYH1",
29
+ "LHCGR",
30
+ "SKIC3",
31
+ "PDCL",
32
+ "TTI1",
33
+ "PPM1L",
34
+ "CCP110",
35
+ "MARCHF10",
36
+ "SELENOM",
37
+ "SLC43A2",
38
+ "ZNF552",
39
+ "CUTALP",
40
+ "KLHL14",
41
+ "GTPBP10",
42
+ "IGKV1-37",
43
+ "CYP2C19",
44
+ "MEA1",
45
+ "ABLIM2",
46
+ "NPEPL1",
47
+ "COL11A1",
48
+ "MGRN1",
49
+ "AHCTF1P1",
50
+ "STX18",
51
+ "FHIP1A",
52
+ "STX12",
53
+ "FAM169A",
54
+ "IGSF10",
55
+ "GXYLT2",
56
+ "ERGIC1",
57
+ "NPY",
58
+ "ZNF528",
59
+ "KDR",
60
+ "GRIK1",
61
+ "LDOC1",
62
+ "TRMT12",
63
+ "LEMD2",
64
+ "MLNR",
65
+ "RN7SKP150",
66
+ "PPP5D1P",
67
+ "LAMP3",
68
+ "PTPN1",
69
+ "MSTO2P",
70
+ "NUP35",
71
+ "EIF4A2",
72
+ "AURKC",
73
+ "TRIM48",
74
+ "SFRP5",
75
+ "PDZD9",
76
+ "KCNJ1",
77
+ "FBXO28",
78
+ "FIGN",
79
+ "KIF1B",
80
+ "RAB40C",
81
+ "PYCR3",
82
+ "ALKBH4",
83
+ "COL11A2",
84
+ "CEP290",
85
+ "OMA1",
86
+ "RASSF2",
87
+ "TPTE",
88
+ "NEUROD1",
89
+ "PPP1R10",
90
+ "C17orf99",
91
+ "ZNF843",
92
+ "HHLA2",
93
+ "TENM4",
94
+ "ADGRG7",
95
+ "FCN2",
96
+ "CAPN11",
97
+ "MIR21",
98
+ "PHYH",
99
+ "METTL21EP",
100
+ "ZUP1",
101
+ "CSTF1",
102
+ "GNG5",
103
+ "SPAG8",
104
+ "L2HGDH",
105
+ "RNF13",
106
+ "CGNL1",
107
+ "FCER1G",
108
+ "CCR7",
109
+ "RCOR1",
110
+ "TTTY7B",
111
+ "TMEM40",
112
+ "SCARF1",
113
+ "MIR4691",
114
+ "USPL1",
115
+ "GSR",
116
+ "KRTAP4-2",
117
+ "SLC25A15",
118
+ "G3BP1",
119
+ "PEX6",
120
+ "PYGB",
121
+ "HSD11B2",
122
+ "IL13",
123
+ "B3GNT3",
124
+ "AQP7",
125
+ "NPM1P22",
126
+ "ZNF281",
127
+ "CYP1B1-AS1",
128
+ "RAB5B",
129
+ "ZBTB24",
130
+ "ADAMTSL1",
131
+ "TMEM262",
132
+ "FAM161A",
133
+ "GAGE1",
134
+ "LRP5",
135
+ "CHP1",
136
+ "FAM181A",
137
+ "FAF2",
138
+ "TLL1",
139
+ "ZSCAN1",
140
+ "ADIPOQ",
141
+ "SPEF1",
142
+ "PDPR",
143
+ "CRABP2",
144
+ "ZKSCAN1",
145
+ "UPK2",
146
+ "KLRC4",
147
+ "RBAKDN",
148
+ "VWA5A",
149
+ "TRAJ20",
150
+ "NCBP2AS2",
151
+ "TRBV5-2",
152
+ "MTMR10",
153
+ "MAB21L3",
154
+ "PAX7",
155
+ "TCF7L1",
156
+ "IGLV1-44",
157
+ "CTSE",
158
+ "IDI2",
159
+ "TAS2R50",
160
+ "TUBB1",
161
+ "TPGS2",
162
+ "KCNK12",
163
+ "RFX6",
164
+ "SFTA3",
165
+ "FSCN2",
166
+ "ZFR",
167
+ "ALAS2",
168
+ "C1S",
169
+ "SIK2",
170
+ "MIR205",
171
+ "CPE",
172
+ "DNAI1",
173
+ "TCF20",
174
+ "DRG1",
175
+ "TMEM220",
176
+ "ZNF7",
177
+ "ZNF596",
178
+ "SELENBP1",
179
+ "SPTBN2",
180
+ "MAP1LC3B2",
181
+ "AP5B1",
182
+ "NDUFS8",
183
+ "CIMIP5",
184
+ "MRFAP1",
185
+ "MMUT",
186
+ "XPA",
187
+ "ASXL2",
188
+ "PTCHD4",
189
+ "GDA",
190
+ "SLC47A2",
191
+ "TYMP",
192
+ "TWIST1",
193
+ "LRATD2",
194
+ "C3AR1",
195
+ "PDE6D",
196
+ "FBN3",
197
+ "FOXA2",
198
+ "DLX3",
199
+ "HMGA1P4",
200
+ "BBS9",
201
+ "ATIC",
202
+ "YEATS2",
203
+ "SRSF5",
204
+ "ENDOV",
205
+ "FAM20B",
206
+ "ALLC",
207
+ "NARF",
208
+ "DECR1",
209
+ "GJB3",
210
+ "NFATC4",
211
+ "ANKRD27",
212
+ "PRSS2",
213
+ "RENBP",
214
+ "XAB2",
215
+ "TRIR",
216
+ "OR6W1P",
217
+ "CDCA7L",
218
+ "PTPRR",
219
+ "FKBP8",
220
+ "CENPQ",
221
+ "ZGLP1",
222
+ "SUGP1",
223
+ "GCC2",
224
+ "APEX1",
225
+ "CCDC154",
226
+ "PRSS30P",
227
+ "XKRX",
228
+ "ZBTB33",
229
+ "SLC39A11",
230
+ "SLC13A1",
231
+ "HMGCLL1",
232
+ "SATB2",
233
+ "NBL1",
234
+ "SYNPO2L",
235
+ "PDE6H",
236
+ "OR8G1",
237
+ "TSFM",
238
+ "METTL25B",
239
+ "ZNF28",
240
+ "IGLV6-57",
241
+ "PAPSS1",
242
+ "NUDT11",
243
+ "NPR2",
244
+ "YPEL5",
245
+ "ACOT12",
246
+ "KRTAP9-3",
247
+ "OR52K3P",
248
+ "ACVRL1",
249
+ "EPHA3",
250
+ "MIR7113",
251
+ "SLC7A14",
252
+ "IGKV1D-37",
253
+ "TRAV36DV7",
254
+ "CTAG1B",
255
+ "TRIM49D1",
256
+ "TRIM49D2"
257
+ ],
258
+ "Coefficient": [
259
+ -0.0945556947066861,
260
+ -0.07972348935264383,
261
+ -0.07331734040865845,
262
+ 0.06888063307548767,
263
+ 0.06592678086347453,
264
+ -0.05675037682021737,
265
+ -0.053899714047517464,
266
+ 0.04631000856521653,
267
+ 0.0442915137089046,
268
+ -0.04352011089317653,
269
+ 0.04327668850686345,
270
+ 0.0430882620686632,
271
+ 0.04189985810164065,
272
+ -0.039959455697074826,
273
+ 0.03973968919172385,
274
+ 0.0396840567005768,
275
+ 0.03953905425237557,
276
+ 0.03831127844351865,
277
+ -0.03795876791250571,
278
+ -0.03714730472441259,
279
+ -0.036559491244226375,
280
+ -0.03647921341826943,
281
+ 0.0342722464374252,
282
+ -0.03396022055399744,
283
+ 0.03313232498642346,
284
+ -0.03204081199937393,
285
+ 0.03147694113179657,
286
+ 0.030131507981257726,
287
+ -0.029519982588330388,
288
+ 0.029140330945148257,
289
+ -0.02819945883068463,
290
+ 0.028167305423900033,
291
+ 0.027642804372802282,
292
+ 0.027357139261898984,
293
+ -0.027316804709860785,
294
+ 0.02683706429917771,
295
+ 0.026373218451258215,
296
+ -0.026370489929445046,
297
+ -0.02633812385041591,
298
+ -0.026181321220320936,
299
+ -0.025710371436934918,
300
+ 0.025697364410200336,
301
+ 0.024941034356703695,
302
+ -0.024727532326733605,
303
+ -0.024528731775177844,
304
+ 0.024396368833340273,
305
+ -0.02425974064302526,
306
+ -0.0239785326452651,
307
+ 0.023706751831502934,
308
+ 0.022418533168021247,
309
+ -0.02235035570141359,
310
+ 0.02180399645963691,
311
+ 0.021390827611938276,
312
+ -0.02137142183862063,
313
+ 0.02081166529473248,
314
+ 0.02022587086085453,
315
+ 0.01990682692747542,
316
+ 0.01942709562610944,
317
+ 0.018192622212055594,
318
+ -0.017876114788550234,
319
+ 0.017841879819866915,
320
+ -0.017736815539552996,
321
+ 0.017481717800087483,
322
+ 0.017362742501449698,
323
+ 0.01723008460761286,
324
+ 0.016892907081352257,
325
+ -0.016873281176070426,
326
+ 0.01672004841121958,
327
+ -0.016696006257372355,
328
+ 0.016689185843650162,
329
+ -0.016684274795992847,
330
+ -0.016670954048380312,
331
+ -0.016647341186171005,
332
+ -0.016425860420709086,
333
+ 0.01636005836752668,
334
+ 0.016210938713224526,
335
+ 0.015963608123459802,
336
+ 0.015703201041218924,
337
+ -0.015648353676240772,
338
+ -0.01558065225684362,
339
+ 0.015494815898422082,
340
+ -0.015371925990223783,
341
+ 0.014861979585881657,
342
+ -0.014605049629456038,
343
+ -0.01435617129444412,
344
+ 0.014218399901192147,
345
+ 0.013781480836237791,
346
+ 0.013620333586732758,
347
+ -0.013546584299094458,
348
+ 0.013292730288716813,
349
+ 0.013196641298515896,
350
+ 0.013196455157635576,
351
+ -0.01319506265860178,
352
+ 0.012950012692180305,
353
+ 0.012905397193448829,
354
+ 0.01288856604108888,
355
+ -0.012730912057674607,
356
+ -0.012615262422701399,
357
+ 0.012580566789078812,
358
+ 0.012513388378634874,
359
+ -0.012345428896508614,
360
+ 0.011999143362805394,
361
+ 0.011793989772400048,
362
+ 0.01177085395541942,
363
+ 0.01149490459926496,
364
+ -0.011239010803728874,
365
+ -0.011195440825575248,
366
+ -0.010976433811306426,
367
+ 0.010929351267145932,
368
+ -0.010862023734718626,
369
+ 0.010636399994796847,
370
+ -0.010497025371045647,
371
+ -0.010461101309512959,
372
+ 0.01035668948750494,
373
+ 0.010161603316901502,
374
+ 0.009969025546131311,
375
+ 0.009884462129077762,
376
+ -0.00982743782385183,
377
+ 0.009648789669928175,
378
+ 0.00960067459781029,
379
+ 0.00921873104300051,
380
+ -0.009134638935228865,
381
+ 0.009019022862915015,
382
+ -0.008947481661244535,
383
+ 0.008679931775566628,
384
+ 0.008585567281797492,
385
+ -0.008528221983026626,
386
+ -0.008305170826055676,
387
+ -0.008245687060813139,
388
+ 0.00821486487583555,
389
+ 0.008201161131535668,
390
+ 0.008072223710773518,
391
+ -0.007941336569217215,
392
+ 0.007866047302066609,
393
+ -0.007681476657467701,
394
+ -0.007598557125025131,
395
+ 0.007571407566200872,
396
+ -0.00750769545117447,
397
+ 0.007336586392218337,
398
+ -0.007176825224868238,
399
+ 0.007146863635223063,
400
+ -0.007139089781310139,
401
+ 0.007072059510022894,
402
+ -0.007031560111670853,
403
+ 0.006909814161932745,
404
+ -0.006666988837702325,
405
+ -0.006487993977769867,
406
+ 0.006392805169110297,
407
+ -0.006251148106882961,
408
+ -0.006223335615402459,
409
+ -0.00618410042072881,
410
+ -0.006115868783181055,
411
+ 0.005952563180070392,
412
+ 0.00572380913959059,
413
+ 0.005711865879881827,
414
+ 0.005638762408230358,
415
+ 0.00556359551558094,
416
+ 0.0053426593973514,
417
+ -0.005191575419317379,
418
+ -0.005066011965395326,
419
+ 0.0050650211158954715,
420
+ -0.005001002094288299,
421
+ 0.004845697493639058,
422
+ -0.004662275780185466,
423
+ -0.004614046057770794,
424
+ -0.004415772228612161,
425
+ 0.004412419654391766,
426
+ -0.004260585791100527,
427
+ -0.00424124364244381,
428
+ -0.004231076088729062,
429
+ -0.004194163985144528,
430
+ 0.004169486492879582,
431
+ -0.00414049349310113,
432
+ 0.00401110137442892,
433
+ 0.003974248063200615,
434
+ -0.0038866636208522536,
435
+ 0.0038206865827709008,
436
+ -0.0037712792036570476,
437
+ -0.0037090450942026715,
438
+ 0.003517095106322899,
439
+ 0.0034634648808721594,
440
+ 0.0034044103962548268,
441
+ 0.0033939787018758697,
442
+ 0.00334817371984007,
443
+ 0.00324046051305728,
444
+ -0.0031773255516043446,
445
+ -0.0030358563089626814,
446
+ 0.0030215135675714464,
447
+ -0.002915213193170493,
448
+ -0.0029141658756985755,
449
+ -0.0028738510997463845,
450
+ -0.0028192461916918847,
451
+ 0.0027845747551637407,
452
+ -0.0026899731982736354,
453
+ -0.0026216075576338156,
454
+ -0.0025207226427008973,
455
+ 0.0024720332220194447,
456
+ -0.00235365090479399,
457
+ -0.0023190264700085205,
458
+ -0.0022113880806081,
459
+ 0.0020985707431355467,
460
+ -0.0020974156295561954,
461
+ -0.0020731594248233655,
462
+ 0.002069301773346857,
463
+ 0.0020399255342601506,
464
+ -0.0019346528948571843,
465
+ -0.0019093372982821664,
466
+ -0.0018973340217803795,
467
+ 0.001657129845486542,
468
+ 0.0014403403863307378,
469
+ -0.0014032513215351831,
470
+ -0.0013711022613138058,
471
+ -0.0013705886620665833,
472
+ -0.0013584425850981653,
473
+ -0.00134298899419028,
474
+ -0.0012864241382782304,
475
+ -0.0012082375070862092,
476
+ 0.0010967798743131685,
477
+ 0.0010811162906025431,
478
+ 0.000858527451078356,
479
+ -0.0008295861565437339,
480
+ -0.0007542188553062257,
481
+ -0.0007364134667256305,
482
+ -0.000731423170087546,
483
+ -0.0007149581704243376,
484
+ 0.0006944142836304046,
485
+ 0.0006892441810512976,
486
+ 0.0006635191718542586,
487
+ 0.0005629756160426981,
488
+ 0.0004838806023791861,
489
+ 0.0004481718005327416,
490
+ -0.0004342315709099971,
491
+ 0.0004105533060766707,
492
+ 0.00039039754828315803,
493
+ -0.0003685060644543027,
494
+ 0.000359668657397953,
495
+ 0.000252034433941484,
496
+ 0.0002263125422193862,
497
+ -0.00018303106683482826,
498
+ -0.00016384173734736152,
499
+ 0.00016314696256549,
500
+ -0.00012223785456121392,
501
+ -9.648463612232548e-05,
502
+ -5.241118946165268e-05,
503
+ -4.58653195916031e-05,
504
+ -3.788027606954796e-05,
505
+ -1.2316020609776591e-05,
506
+ 1.8739210773526743e-06,
507
+ -9.290170199451477e-16,
508
+ -1.92088146661467e-16,
509
+ -4.1939041568989943e-17,
510
+ 3.0567814554657392e-18,
511
+ 1.1004413239676663e-18
512
+ ],
513
+ "Absolute Coefficient": [
514
+ 0.0945556947066861,
515
+ 0.07972348935264383,
516
+ 0.07331734040865845,
517
+ 0.06888063307548767,
518
+ 0.06592678086347453,
519
+ 0.05675037682021737,
520
+ 0.053899714047517464,
521
+ 0.04631000856521653,
522
+ 0.0442915137089046,
523
+ 0.04352011089317653,
524
+ 0.04327668850686345,
525
+ 0.0430882620686632,
526
+ 0.04189985810164065,
527
+ 0.039959455697074826,
528
+ 0.03973968919172385,
529
+ 0.0396840567005768,
530
+ 0.03953905425237557,
531
+ 0.03831127844351865,
532
+ 0.03795876791250571,
533
+ 0.03714730472441259,
534
+ 0.036559491244226375,
535
+ 0.03647921341826943,
536
+ 0.0342722464374252,
537
+ 0.03396022055399744,
538
+ 0.03313232498642346,
539
+ 0.03204081199937393,
540
+ 0.03147694113179657,
541
+ 0.030131507981257726,
542
+ 0.029519982588330388,
543
+ 0.029140330945148257,
544
+ 0.02819945883068463,
545
+ 0.028167305423900033,
546
+ 0.027642804372802282,
547
+ 0.027357139261898984,
548
+ 0.027316804709860785,
549
+ 0.02683706429917771,
550
+ 0.026373218451258215,
551
+ 0.026370489929445046,
552
+ 0.02633812385041591,
553
+ 0.026181321220320936,
554
+ 0.025710371436934918,
555
+ 0.025697364410200336,
556
+ 0.024941034356703695,
557
+ 0.024727532326733605,
558
+ 0.024528731775177844,
559
+ 0.024396368833340273,
560
+ 0.02425974064302526,
561
+ 0.0239785326452651,
562
+ 0.023706751831502934,
563
+ 0.022418533168021247,
564
+ 0.02235035570141359,
565
+ 0.02180399645963691,
566
+ 0.021390827611938276,
567
+ 0.02137142183862063,
568
+ 0.02081166529473248,
569
+ 0.02022587086085453,
570
+ 0.01990682692747542,
571
+ 0.01942709562610944,
572
+ 0.018192622212055594,
573
+ 0.017876114788550234,
574
+ 0.017841879819866915,
575
+ 0.017736815539552996,
576
+ 0.017481717800087483,
577
+ 0.017362742501449698,
578
+ 0.01723008460761286,
579
+ 0.016892907081352257,
580
+ 0.016873281176070426,
581
+ 0.01672004841121958,
582
+ 0.016696006257372355,
583
+ 0.016689185843650162,
584
+ 0.016684274795992847,
585
+ 0.016670954048380312,
586
+ 0.016647341186171005,
587
+ 0.016425860420709086,
588
+ 0.01636005836752668,
589
+ 0.016210938713224526,
590
+ 0.015963608123459802,
591
+ 0.015703201041218924,
592
+ 0.015648353676240772,
593
+ 0.01558065225684362,
594
+ 0.015494815898422082,
595
+ 0.015371925990223783,
596
+ 0.014861979585881657,
597
+ 0.014605049629456038,
598
+ 0.01435617129444412,
599
+ 0.014218399901192147,
600
+ 0.013781480836237791,
601
+ 0.013620333586732758,
602
+ 0.013546584299094458,
603
+ 0.013292730288716813,
604
+ 0.013196641298515896,
605
+ 0.013196455157635576,
606
+ 0.01319506265860178,
607
+ 0.012950012692180305,
608
+ 0.012905397193448829,
609
+ 0.01288856604108888,
610
+ 0.012730912057674607,
611
+ 0.012615262422701399,
612
+ 0.012580566789078812,
613
+ 0.012513388378634874,
614
+ 0.012345428896508614,
615
+ 0.011999143362805394,
616
+ 0.011793989772400048,
617
+ 0.01177085395541942,
618
+ 0.01149490459926496,
619
+ 0.011239010803728874,
620
+ 0.011195440825575248,
621
+ 0.010976433811306426,
622
+ 0.010929351267145932,
623
+ 0.010862023734718626,
624
+ 0.010636399994796847,
625
+ 0.010497025371045647,
626
+ 0.010461101309512959,
627
+ 0.01035668948750494,
628
+ 0.010161603316901502,
629
+ 0.009969025546131311,
630
+ 0.009884462129077762,
631
+ 0.00982743782385183,
632
+ 0.009648789669928175,
633
+ 0.00960067459781029,
634
+ 0.00921873104300051,
635
+ 0.009134638935228865,
636
+ 0.009019022862915015,
637
+ 0.008947481661244535,
638
+ 0.008679931775566628,
639
+ 0.008585567281797492,
640
+ 0.008528221983026626,
641
+ 0.008305170826055676,
642
+ 0.008245687060813139,
643
+ 0.00821486487583555,
644
+ 0.008201161131535668,
645
+ 0.008072223710773518,
646
+ 0.007941336569217215,
647
+ 0.007866047302066609,
648
+ 0.007681476657467701,
649
+ 0.007598557125025131,
650
+ 0.007571407566200872,
651
+ 0.00750769545117447,
652
+ 0.007336586392218337,
653
+ 0.007176825224868238,
654
+ 0.007146863635223063,
655
+ 0.007139089781310139,
656
+ 0.007072059510022894,
657
+ 0.007031560111670853,
658
+ 0.006909814161932745,
659
+ 0.006666988837702325,
660
+ 0.006487993977769867,
661
+ 0.006392805169110297,
662
+ 0.006251148106882961,
663
+ 0.006223335615402459,
664
+ 0.00618410042072881,
665
+ 0.006115868783181055,
666
+ 0.005952563180070392,
667
+ 0.00572380913959059,
668
+ 0.005711865879881827,
669
+ 0.005638762408230358,
670
+ 0.00556359551558094,
671
+ 0.0053426593973514,
672
+ 0.005191575419317379,
673
+ 0.005066011965395326,
674
+ 0.0050650211158954715,
675
+ 0.005001002094288299,
676
+ 0.004845697493639058,
677
+ 0.004662275780185466,
678
+ 0.004614046057770794,
679
+ 0.004415772228612161,
680
+ 0.004412419654391766,
681
+ 0.004260585791100527,
682
+ 0.00424124364244381,
683
+ 0.004231076088729062,
684
+ 0.004194163985144528,
685
+ 0.004169486492879582,
686
+ 0.00414049349310113,
687
+ 0.00401110137442892,
688
+ 0.003974248063200615,
689
+ 0.0038866636208522536,
690
+ 0.0038206865827709008,
691
+ 0.0037712792036570476,
692
+ 0.0037090450942026715,
693
+ 0.003517095106322899,
694
+ 0.0034634648808721594,
695
+ 0.0034044103962548268,
696
+ 0.0033939787018758697,
697
+ 0.00334817371984007,
698
+ 0.00324046051305728,
699
+ 0.0031773255516043446,
700
+ 0.0030358563089626814,
701
+ 0.0030215135675714464,
702
+ 0.002915213193170493,
703
+ 0.0029141658756985755,
704
+ 0.0028738510997463845,
705
+ 0.0028192461916918847,
706
+ 0.0027845747551637407,
707
+ 0.0026899731982736354,
708
+ 0.0026216075576338156,
709
+ 0.0025207226427008973,
710
+ 0.0024720332220194447,
711
+ 0.00235365090479399,
712
+ 0.0023190264700085205,
713
+ 0.0022113880806081,
714
+ 0.0020985707431355467,
715
+ 0.0020974156295561954,
716
+ 0.0020731594248233655,
717
+ 0.002069301773346857,
718
+ 0.0020399255342601506,
719
+ 0.0019346528948571843,
720
+ 0.0019093372982821664,
721
+ 0.0018973340217803795,
722
+ 0.001657129845486542,
723
+ 0.0014403403863307378,
724
+ 0.0014032513215351831,
725
+ 0.0013711022613138058,
726
+ 0.0013705886620665833,
727
+ 0.0013584425850981653,
728
+ 0.00134298899419028,
729
+ 0.0012864241382782304,
730
+ 0.0012082375070862092,
731
+ 0.0010967798743131685,
732
+ 0.0010811162906025431,
733
+ 0.000858527451078356,
734
+ 0.0008295861565437339,
735
+ 0.0007542188553062257,
736
+ 0.0007364134667256305,
737
+ 0.000731423170087546,
738
+ 0.0007149581704243376,
739
+ 0.0006944142836304046,
740
+ 0.0006892441810512976,
741
+ 0.0006635191718542586,
742
+ 0.0005629756160426981,
743
+ 0.0004838806023791861,
744
+ 0.0004481718005327416,
745
+ 0.0004342315709099971,
746
+ 0.0004105533060766707,
747
+ 0.00039039754828315803,
748
+ 0.0003685060644543027,
749
+ 0.000359668657397953,
750
+ 0.000252034433941484,
751
+ 0.0002263125422193862,
752
+ 0.00018303106683482826,
753
+ 0.00016384173734736152,
754
+ 0.00016314696256549,
755
+ 0.00012223785456121392,
756
+ 9.648463612232548e-05,
757
+ 5.241118946165268e-05,
758
+ 4.58653195916031e-05,
759
+ 3.788027606954796e-05,
760
+ 1.2316020609776591e-05,
761
+ 1.8739210773526743e-06,
762
+ 9.290170199451477e-16,
763
+ 1.92088146661467e-16,
764
+ 4.1939041568989943e-17,
765
+ 3.0567814554657392e-18,
766
+ 1.1004413239676663e-18
767
+ ]
768
+ },
769
+ "cv_performance": {
770
+ "prediction": {
771
+ "accuracy": 76.44444444444444,
772
+ "precision": 74.5681441573611,
773
+ "recall": 97.92626728110599,
774
+ "f1": 84.54196907905347
775
+ },
776
+ "selection": {
777
+ "precision": 0.6746040920124841,
778
+ "recall": 1.917808219178082,
779
+ "f1": 0.9980747796129293,
780
+ "jaccard": 0.5033782041363659
781
+ }
782
+ }
783
+ }
p3/regress/Huntingtons_Disease/significant_genes_condition_Obesity.json ADDED
@@ -0,0 +1,771 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "significant_genes": {
3
+ "Variable": [
4
+ "CTAG1A",
5
+ "FGF7P6",
6
+ "NDUFB11",
7
+ "BNIP3L",
8
+ "CAST",
9
+ "LMTK3",
10
+ "SLC35A3",
11
+ "GABPB1-AS1",
12
+ "FAM187B",
13
+ "IFITM2",
14
+ "RBM10",
15
+ "ZIC1",
16
+ "NEUROD2",
17
+ "IGKV1-37",
18
+ "CCS",
19
+ "CAV1",
20
+ "FBXL2",
21
+ "MPV17L",
22
+ "SELENOM",
23
+ "SART3",
24
+ "TTI1",
25
+ "NPEPL1",
26
+ "RTF2",
27
+ "PPM1L",
28
+ "SKIC3",
29
+ "SLC43A2",
30
+ "SOX15",
31
+ "C15orf40",
32
+ "USP10",
33
+ "TTYH1",
34
+ "NIPA2",
35
+ "ABLIM2",
36
+ "CUTALP",
37
+ "PDCL",
38
+ "GXYLT2",
39
+ "MIR4691",
40
+ "KLHL14",
41
+ "MGRN1",
42
+ "MARCHF10",
43
+ "COL11A1",
44
+ "MSTO2P",
45
+ "STX18",
46
+ "ZNF662",
47
+ "IGSF10",
48
+ "CYP2C19",
49
+ "TRMT12",
50
+ "LHCGR",
51
+ "CCR7",
52
+ "GTPBP10",
53
+ "ERGIC1",
54
+ "AHCTF1P1",
55
+ "ZNF528",
56
+ "PTPN1",
57
+ "ZNF843",
58
+ "ZNF552",
59
+ "PPP5D1P",
60
+ "LDOC1",
61
+ "FAM161A",
62
+ "NUP35",
63
+ "GNG5",
64
+ "FCER1G",
65
+ "PDZD9",
66
+ "LEMD2",
67
+ "EIF4A2",
68
+ "SFRP5",
69
+ "MAB21L3",
70
+ "TLL1",
71
+ "FBXO28",
72
+ "RN7SKP150",
73
+ "RAB40C",
74
+ "HHLA2",
75
+ "GDA",
76
+ "OMA1",
77
+ "FHIP1A",
78
+ "MLNR",
79
+ "FAM169A",
80
+ "AURKC",
81
+ "CAPN11",
82
+ "ALKBH4",
83
+ "SFTA3",
84
+ "COL11A2",
85
+ "SLC39A11",
86
+ "FCN2",
87
+ "RASSF2",
88
+ "STX12",
89
+ "CCP110",
90
+ "METTL21EP",
91
+ "ADAMTSL1",
92
+ "ADGRG7",
93
+ "FAF2",
94
+ "L2HGDH",
95
+ "NPY",
96
+ "TTTY7B",
97
+ "CEP290",
98
+ "TCF7L1",
99
+ "PHYH",
100
+ "TRIM48",
101
+ "NEUROD1",
102
+ "CRABP2",
103
+ "KDR",
104
+ "MEA1",
105
+ "FIGN",
106
+ "ATIC",
107
+ "TRAJ20",
108
+ "NCBP2AS2",
109
+ "ZBTB24",
110
+ "TENM4",
111
+ "C17orf99",
112
+ "TPTE",
113
+ "KCNJ1",
114
+ "SPAG8",
115
+ "AP5B1",
116
+ "NPM1P22",
117
+ "KRTAP4-2",
118
+ "GRIK1",
119
+ "SCARF1",
120
+ "PYCR3",
121
+ "RCOR1",
122
+ "CGNL1",
123
+ "CD300LF",
124
+ "IL13",
125
+ "BBS9",
126
+ "ZNF7",
127
+ "C1S",
128
+ "RNF13",
129
+ "ZBTB33",
130
+ "LRATD2",
131
+ "G3BP1",
132
+ "B3GNT3",
133
+ "ZUP1",
134
+ "SNORD35B",
135
+ "RBAKDN",
136
+ "AQP7",
137
+ "LRP5",
138
+ "USPL1",
139
+ "SPTBN2",
140
+ "ZKSCAN1",
141
+ "OR6W1P",
142
+ "ADIPOQ",
143
+ "CPE",
144
+ "METTL22",
145
+ "IDI2",
146
+ "PDPR",
147
+ "CSTF1",
148
+ "TMEM262",
149
+ "METTL25B",
150
+ "KISS1",
151
+ "PEX6",
152
+ "GAGE1",
153
+ "MCHR2-AS1",
154
+ "HSD11B2",
155
+ "ZNF596",
156
+ "XAB2",
157
+ "TAS2R39",
158
+ "ACVRL1",
159
+ "SLC25A15",
160
+ "TRBV5-2",
161
+ "SETX",
162
+ "TYMP",
163
+ "CYP1B1-AS1",
164
+ "HUWE1",
165
+ "RDH11",
166
+ "PRSS30P",
167
+ "UPK2",
168
+ "NDUFA8",
169
+ "CUEDC2",
170
+ "TCF20",
171
+ "TMEM40",
172
+ "PPP1R10",
173
+ "VWA5A",
174
+ "KLRC4",
175
+ "XPA",
176
+ "ZNF281",
177
+ "NFATC4",
178
+ "FBN3",
179
+ "LAMP3",
180
+ "IGLV1-44",
181
+ "MRFAP1",
182
+ "SPEF1",
183
+ "PYGB",
184
+ "SIK2",
185
+ "SATB2",
186
+ "CASC2",
187
+ "DRG1",
188
+ "TRIR",
189
+ "XKRX",
190
+ "PRSS59P",
191
+ "HMGA1P4",
192
+ "KRTAP9-3",
193
+ "DNM1P41",
194
+ "FLVCR1",
195
+ "SRSF5",
196
+ "ZFR",
197
+ "NDUFS8",
198
+ "FOXC2",
199
+ "ATXN3L",
200
+ "MAST1",
201
+ "MIR21",
202
+ "TWIST1",
203
+ "ENDOV",
204
+ "PTCHD4",
205
+ "CTSE",
206
+ "MIRLET7D",
207
+ "SLC10A1",
208
+ "NARF",
209
+ "TAS2R50",
210
+ "RPL8",
211
+ "HNRNPL",
212
+ "CDCA7L",
213
+ "GGTLC1",
214
+ "IGLV1-50",
215
+ "HMGCLL1",
216
+ "SDHAF4",
217
+ "SNHG10",
218
+ "SLC47A2",
219
+ "DENND2D",
220
+ "CCDC154",
221
+ "MDGA2",
222
+ "FOXA2",
223
+ "ATOH1",
224
+ "CT45A1",
225
+ "GALNT16",
226
+ "PAX7",
227
+ "C3AR1",
228
+ "PRSS2",
229
+ "ALAS2",
230
+ "ZGLP1",
231
+ "KIF1B",
232
+ "FAM181A",
233
+ "OR52K3P",
234
+ "OR2L2",
235
+ "SLC17A1",
236
+ "TMEM220",
237
+ "IGLV6-57",
238
+ "GSR",
239
+ "ARID4A",
240
+ "PRR30",
241
+ "MYCT1",
242
+ "TAF7L",
243
+ "HPR",
244
+ "MIR7113",
245
+ "CHP1",
246
+ "LRRC19",
247
+ "IGKV1D-37",
248
+ "CTAG1B",
249
+ "CT45A2",
250
+ "CT45A3",
251
+ "CT45A5",
252
+ "CT45A6"
253
+ ],
254
+ "Coefficient": [
255
+ -0.10105893158380688,
256
+ -0.08514201138464045,
257
+ -0.08138664995287533,
258
+ 0.06187876746797453,
259
+ 0.05504401353839007,
260
+ 0.05066736967721983,
261
+ -0.0502004545425068,
262
+ 0.048566012483745986,
263
+ -0.04806714782024917,
264
+ 0.04561511239624917,
265
+ -0.04283933035404426,
266
+ 0.042554400935563674,
267
+ 0.04227012777617538,
268
+ -0.04086709442456564,
269
+ -0.040229798878718706,
270
+ -0.040146324619286494,
271
+ -0.03924718500368282,
272
+ 0.036918391885107676,
273
+ 0.0366824792662892,
274
+ 0.03597904650359402,
275
+ -0.034939676260232505,
276
+ 0.03468474921321451,
277
+ -0.034222540591668606,
278
+ 0.0341580667950657,
279
+ 0.03404114005471733,
280
+ 0.03386270471456132,
281
+ -0.03340437969285122,
282
+ -0.03249954098852414,
283
+ 0.0323266600525215,
284
+ 0.03192069023103454,
285
+ 0.03191806572345622,
286
+ 0.03164783154278241,
287
+ 0.030687181109333786,
288
+ 0.030426116032868836,
289
+ 0.029717366526705064,
290
+ -0.02877511638040712,
291
+ 0.028529618083085104,
292
+ -0.028100284385536363,
293
+ 0.02738943232926901,
294
+ -0.0272883529202283,
295
+ 0.0268433615078562,
296
+ -0.026378178280561285,
297
+ 0.024558114102793193,
298
+ -0.024503055356699013,
299
+ -0.023914290054538455,
300
+ 0.023572685079183073,
301
+ -0.02356482842878415,
302
+ 0.02341005425336383,
303
+ -0.02261707610286418,
304
+ 0.0226050194278157,
305
+ 0.021941939778758277,
306
+ 0.021211280748286754,
307
+ 0.021097130360063294,
308
+ 0.021095194862913946,
309
+ -0.02046440431204024,
310
+ 0.02040350993416108,
311
+ 0.019906011062427318,
312
+ -0.01990398690746684,
313
+ -0.019669354152195853,
314
+ 0.019456941832538144,
315
+ 0.01871754232152926,
316
+ -0.018610627095357605,
317
+ -0.018118698334811403,
318
+ 0.01748290833712243,
319
+ -0.01737540195492079,
320
+ -0.017290869295590223,
321
+ -0.01705200236789084,
322
+ -0.016898726247334492,
323
+ -0.016878350162401065,
324
+ 0.016788354329940566,
325
+ -0.016729863658291193,
326
+ -0.01649047547859737,
327
+ -0.016333395972069602,
328
+ -0.016096455848804803,
329
+ 0.016048564897756332,
330
+ 0.015726688188430177,
331
+ -0.015608625457718118,
332
+ -0.015416752283980305,
333
+ -0.015341227277278801,
334
+ 0.015029154022610038,
335
+ -0.014978026699823968,
336
+ 0.014956823602452176,
337
+ 0.014772128003162846,
338
+ 0.014700651200320698,
339
+ 0.014407095993928622,
340
+ -0.014221804430477943,
341
+ 0.014179452434362314,
342
+ -0.014167054028557856,
343
+ 0.014112966548854848,
344
+ 0.01389566867944714,
345
+ -0.013862388967801061,
346
+ -0.013745512170369248,
347
+ -0.013670145743295932,
348
+ 0.013539065181521287,
349
+ -0.013318112361818648,
350
+ 0.013114347287581693,
351
+ 0.012817524027605299,
352
+ -0.012600917837314072,
353
+ -0.012014631754408126,
354
+ 0.01196707044058967,
355
+ -0.011919305976317117,
356
+ 0.011583490897274536,
357
+ -0.011570785916488711,
358
+ -0.011562497916053642,
359
+ -0.011194776568822703,
360
+ 0.010888309427247967,
361
+ 0.01070776151553705,
362
+ 0.010492883570400777,
363
+ -0.010220190728314574,
364
+ -0.010199949853907247,
365
+ 0.010168430856128835,
366
+ -0.01010038935120264,
367
+ -0.009985415510218167,
368
+ -0.009950897167812984,
369
+ 0.009866043591849791,
370
+ 0.009824968390246248,
371
+ 0.00979330382436173,
372
+ -0.009599056141014108,
373
+ 0.00947818846223594,
374
+ -0.009116273659696066,
375
+ 0.009088178213231945,
376
+ 0.009058254370429989,
377
+ -0.00902260837758452,
378
+ -0.009003993000172402,
379
+ 0.008899898927830217,
380
+ -0.008712761000850094,
381
+ -0.008548064736797355,
382
+ 0.00840557170606334,
383
+ 0.008039853935082934,
384
+ -0.00802591271356188,
385
+ 0.007980445098329894,
386
+ -0.007707944730890156,
387
+ 0.007636765178872382,
388
+ 0.007633309091425277,
389
+ 0.007601779586506812,
390
+ -0.007489150940669394,
391
+ 0.007477917652153904,
392
+ -0.0074639908944846385,
393
+ 0.007210010580053915,
394
+ -0.007198282384265151,
395
+ -0.007134161066250094,
396
+ 0.006855652154044724,
397
+ 0.006752936138699145,
398
+ -0.006548165164231403,
399
+ -0.006456755752383977,
400
+ -0.006454496238203522,
401
+ 0.0063845428710698785,
402
+ 0.0063507973737514725,
403
+ 0.005995078337787849,
404
+ -0.005753920706709359,
405
+ -0.005703539988238252,
406
+ 0.005697293091505243,
407
+ -0.005494165659884791,
408
+ -0.0054521066574233275,
409
+ -0.00544404785612632,
410
+ 0.005391615556405923,
411
+ 0.005267776353512693,
412
+ 0.005250924094858962,
413
+ 0.00521573764615285,
414
+ -0.005165107666588697,
415
+ 0.005112126153546654,
416
+ -0.0050935072125059015,
417
+ -0.005087052819020553,
418
+ -0.005012677282081176,
419
+ -0.004998098858715296,
420
+ -0.004924282228686687,
421
+ -0.004841308033169181,
422
+ -0.004648419062178649,
423
+ 0.004644296648414396,
424
+ 0.004540495312271425,
425
+ 0.004409651999286928,
426
+ 0.004318020183803965,
427
+ 0.0043176605306239615,
428
+ -0.004317188953536149,
429
+ 0.004277549581435155,
430
+ 0.004112468965676926,
431
+ 0.0038410605257409246,
432
+ 0.0038243459043147436,
433
+ -0.003810023312006631,
434
+ 0.0036802300860847986,
435
+ -0.003604005532798628,
436
+ 0.003601273367587561,
437
+ 0.003497488369664863,
438
+ -0.0034143247802923475,
439
+ -0.003407501323857527,
440
+ -0.00338232476673828,
441
+ -0.003284242291045948,
442
+ -0.0032477378116912486,
443
+ -0.0032173240314071904,
444
+ -0.0031426998925432547,
445
+ -0.0030470276387740973,
446
+ -0.0029166276263966427,
447
+ 0.002713456039043287,
448
+ -0.0025350142209364787,
449
+ -0.002316493693190338,
450
+ 0.002150038164644985,
451
+ -0.00214149433184948,
452
+ 0.001950152355742252,
453
+ -0.0019265927628323541,
454
+ 0.0018867833603630002,
455
+ 0.0018455824980815306,
456
+ 0.0018248801227237913,
457
+ -0.0017622328774678626,
458
+ -0.0017169095370413888,
459
+ 0.0016971068346654235,
460
+ 0.0016586977530442134,
461
+ 0.0016249955619397406,
462
+ -0.0011959840226062348,
463
+ -0.0011788146955295936,
464
+ 0.0011291570144967055,
465
+ 0.001105572585896413,
466
+ 0.0010659195847173037,
467
+ 0.0010095252402187904,
468
+ 0.0010026660581049236,
469
+ -0.0009851321972451507,
470
+ 0.0009032072468295958,
471
+ -0.0007760020937973653,
472
+ -0.0007535787155675095,
473
+ -0.0006963523118122424,
474
+ -0.0006871794345154393,
475
+ -0.0006040085994096262,
476
+ -0.0004642857933804854,
477
+ -0.0004626165555521982,
478
+ -0.00041940743376778716,
479
+ 0.00041077494327718697,
480
+ -0.00039893555026207424,
481
+ 0.0003519474430885264,
482
+ 0.00034570099053415914,
483
+ -0.0003304006199290539,
484
+ -0.00030956112783147514,
485
+ 0.00029255442891068555,
486
+ 0.0002885033831558803,
487
+ 0.00020544636487514239,
488
+ 0.00020483789693852283,
489
+ -0.00015083778843608147,
490
+ -0.00014282757755003516,
491
+ -9.560089060460209e-05,
492
+ -8.625458294486221e-05,
493
+ -6.147435309131603e-05,
494
+ -2.09170542944154e-05,
495
+ -9.807294306593733e-06,
496
+ 5.917079042794504e-06,
497
+ 3.8075842293559788e-06,
498
+ -7.656626189650586e-16,
499
+ -2.1593104201409982e-16,
500
+ -8.558988075304071e-19,
501
+ -8.558988075304071e-19,
502
+ -6.113562910931479e-19,
503
+ -6.113562910931479e-19
504
+ ],
505
+ "Absolute Coefficient": [
506
+ 0.10105893158380688,
507
+ 0.08514201138464045,
508
+ 0.08138664995287533,
509
+ 0.06187876746797453,
510
+ 0.05504401353839007,
511
+ 0.05066736967721983,
512
+ 0.0502004545425068,
513
+ 0.048566012483745986,
514
+ 0.04806714782024917,
515
+ 0.04561511239624917,
516
+ 0.04283933035404426,
517
+ 0.042554400935563674,
518
+ 0.04227012777617538,
519
+ 0.04086709442456564,
520
+ 0.040229798878718706,
521
+ 0.040146324619286494,
522
+ 0.03924718500368282,
523
+ 0.036918391885107676,
524
+ 0.0366824792662892,
525
+ 0.03597904650359402,
526
+ 0.034939676260232505,
527
+ 0.03468474921321451,
528
+ 0.034222540591668606,
529
+ 0.0341580667950657,
530
+ 0.03404114005471733,
531
+ 0.03386270471456132,
532
+ 0.03340437969285122,
533
+ 0.03249954098852414,
534
+ 0.0323266600525215,
535
+ 0.03192069023103454,
536
+ 0.03191806572345622,
537
+ 0.03164783154278241,
538
+ 0.030687181109333786,
539
+ 0.030426116032868836,
540
+ 0.029717366526705064,
541
+ 0.02877511638040712,
542
+ 0.028529618083085104,
543
+ 0.028100284385536363,
544
+ 0.02738943232926901,
545
+ 0.0272883529202283,
546
+ 0.0268433615078562,
547
+ 0.026378178280561285,
548
+ 0.024558114102793193,
549
+ 0.024503055356699013,
550
+ 0.023914290054538455,
551
+ 0.023572685079183073,
552
+ 0.02356482842878415,
553
+ 0.02341005425336383,
554
+ 0.02261707610286418,
555
+ 0.0226050194278157,
556
+ 0.021941939778758277,
557
+ 0.021211280748286754,
558
+ 0.021097130360063294,
559
+ 0.021095194862913946,
560
+ 0.02046440431204024,
561
+ 0.02040350993416108,
562
+ 0.019906011062427318,
563
+ 0.01990398690746684,
564
+ 0.019669354152195853,
565
+ 0.019456941832538144,
566
+ 0.01871754232152926,
567
+ 0.018610627095357605,
568
+ 0.018118698334811403,
569
+ 0.01748290833712243,
570
+ 0.01737540195492079,
571
+ 0.017290869295590223,
572
+ 0.01705200236789084,
573
+ 0.016898726247334492,
574
+ 0.016878350162401065,
575
+ 0.016788354329940566,
576
+ 0.016729863658291193,
577
+ 0.01649047547859737,
578
+ 0.016333395972069602,
579
+ 0.016096455848804803,
580
+ 0.016048564897756332,
581
+ 0.015726688188430177,
582
+ 0.015608625457718118,
583
+ 0.015416752283980305,
584
+ 0.015341227277278801,
585
+ 0.015029154022610038,
586
+ 0.014978026699823968,
587
+ 0.014956823602452176,
588
+ 0.014772128003162846,
589
+ 0.014700651200320698,
590
+ 0.014407095993928622,
591
+ 0.014221804430477943,
592
+ 0.014179452434362314,
593
+ 0.014167054028557856,
594
+ 0.014112966548854848,
595
+ 0.01389566867944714,
596
+ 0.013862388967801061,
597
+ 0.013745512170369248,
598
+ 0.013670145743295932,
599
+ 0.013539065181521287,
600
+ 0.013318112361818648,
601
+ 0.013114347287581693,
602
+ 0.012817524027605299,
603
+ 0.012600917837314072,
604
+ 0.012014631754408126,
605
+ 0.01196707044058967,
606
+ 0.011919305976317117,
607
+ 0.011583490897274536,
608
+ 0.011570785916488711,
609
+ 0.011562497916053642,
610
+ 0.011194776568822703,
611
+ 0.010888309427247967,
612
+ 0.01070776151553705,
613
+ 0.010492883570400777,
614
+ 0.010220190728314574,
615
+ 0.010199949853907247,
616
+ 0.010168430856128835,
617
+ 0.01010038935120264,
618
+ 0.009985415510218167,
619
+ 0.009950897167812984,
620
+ 0.009866043591849791,
621
+ 0.009824968390246248,
622
+ 0.00979330382436173,
623
+ 0.009599056141014108,
624
+ 0.00947818846223594,
625
+ 0.009116273659696066,
626
+ 0.009088178213231945,
627
+ 0.009058254370429989,
628
+ 0.00902260837758452,
629
+ 0.009003993000172402,
630
+ 0.008899898927830217,
631
+ 0.008712761000850094,
632
+ 0.008548064736797355,
633
+ 0.00840557170606334,
634
+ 0.008039853935082934,
635
+ 0.00802591271356188,
636
+ 0.007980445098329894,
637
+ 0.007707944730890156,
638
+ 0.007636765178872382,
639
+ 0.007633309091425277,
640
+ 0.007601779586506812,
641
+ 0.007489150940669394,
642
+ 0.007477917652153904,
643
+ 0.0074639908944846385,
644
+ 0.007210010580053915,
645
+ 0.007198282384265151,
646
+ 0.007134161066250094,
647
+ 0.006855652154044724,
648
+ 0.006752936138699145,
649
+ 0.006548165164231403,
650
+ 0.006456755752383977,
651
+ 0.006454496238203522,
652
+ 0.0063845428710698785,
653
+ 0.0063507973737514725,
654
+ 0.005995078337787849,
655
+ 0.005753920706709359,
656
+ 0.005703539988238252,
657
+ 0.005697293091505243,
658
+ 0.005494165659884791,
659
+ 0.0054521066574233275,
660
+ 0.00544404785612632,
661
+ 0.005391615556405923,
662
+ 0.005267776353512693,
663
+ 0.005250924094858962,
664
+ 0.00521573764615285,
665
+ 0.005165107666588697,
666
+ 0.005112126153546654,
667
+ 0.0050935072125059015,
668
+ 0.005087052819020553,
669
+ 0.005012677282081176,
670
+ 0.004998098858715296,
671
+ 0.004924282228686687,
672
+ 0.004841308033169181,
673
+ 0.004648419062178649,
674
+ 0.004644296648414396,
675
+ 0.004540495312271425,
676
+ 0.004409651999286928,
677
+ 0.004318020183803965,
678
+ 0.0043176605306239615,
679
+ 0.004317188953536149,
680
+ 0.004277549581435155,
681
+ 0.004112468965676926,
682
+ 0.0038410605257409246,
683
+ 0.0038243459043147436,
684
+ 0.003810023312006631,
685
+ 0.0036802300860847986,
686
+ 0.003604005532798628,
687
+ 0.003601273367587561,
688
+ 0.003497488369664863,
689
+ 0.0034143247802923475,
690
+ 0.003407501323857527,
691
+ 0.00338232476673828,
692
+ 0.003284242291045948,
693
+ 0.0032477378116912486,
694
+ 0.0032173240314071904,
695
+ 0.0031426998925432547,
696
+ 0.0030470276387740973,
697
+ 0.0029166276263966427,
698
+ 0.002713456039043287,
699
+ 0.0025350142209364787,
700
+ 0.002316493693190338,
701
+ 0.002150038164644985,
702
+ 0.00214149433184948,
703
+ 0.001950152355742252,
704
+ 0.0019265927628323541,
705
+ 0.0018867833603630002,
706
+ 0.0018455824980815306,
707
+ 0.0018248801227237913,
708
+ 0.0017622328774678626,
709
+ 0.0017169095370413888,
710
+ 0.0016971068346654235,
711
+ 0.0016586977530442134,
712
+ 0.0016249955619397406,
713
+ 0.0011959840226062348,
714
+ 0.0011788146955295936,
715
+ 0.0011291570144967055,
716
+ 0.001105572585896413,
717
+ 0.0010659195847173037,
718
+ 0.0010095252402187904,
719
+ 0.0010026660581049236,
720
+ 0.0009851321972451507,
721
+ 0.0009032072468295958,
722
+ 0.0007760020937973653,
723
+ 0.0007535787155675095,
724
+ 0.0006963523118122424,
725
+ 0.0006871794345154393,
726
+ 0.0006040085994096262,
727
+ 0.0004642857933804854,
728
+ 0.0004626165555521982,
729
+ 0.00041940743376778716,
730
+ 0.00041077494327718697,
731
+ 0.00039893555026207424,
732
+ 0.0003519474430885264,
733
+ 0.00034570099053415914,
734
+ 0.0003304006199290539,
735
+ 0.00030956112783147514,
736
+ 0.00029255442891068555,
737
+ 0.0002885033831558803,
738
+ 0.00020544636487514239,
739
+ 0.00020483789693852283,
740
+ 0.00015083778843608147,
741
+ 0.00014282757755003516,
742
+ 9.560089060460209e-05,
743
+ 8.625458294486221e-05,
744
+ 6.147435309131603e-05,
745
+ 2.09170542944154e-05,
746
+ 9.807294306593733e-06,
747
+ 5.917079042794504e-06,
748
+ 3.8075842293559788e-06,
749
+ 7.656626189650586e-16,
750
+ 2.1593104201409982e-16,
751
+ 8.558988075304071e-19,
752
+ 8.558988075304071e-19,
753
+ 6.113562910931479e-19,
754
+ 6.113562910931479e-19
755
+ ]
756
+ },
757
+ "cv_performance": {
758
+ "prediction": {
759
+ "accuracy": 76.0,
760
+ "precision": 74.42826108423029,
761
+ "recall": 97.35023041474655,
762
+ "f1": 84.24605086227464
763
+ },
764
+ "selection": {
765
+ "precision": 0.593781689825934,
766
+ "recall": 1.643835616438356,
767
+ "f1": 0.8723664355433307,
768
+ "jaccard": 0.4399164213466847
769
+ }
770
+ }
771
+ }
p3/regress/Huntingtons_Disease/significant_genes_condition_Obsessive-Compulsive_Disorder.json ADDED
@@ -0,0 +1,765 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "significant_genes": {
3
+ "Variable": [
4
+ "BNIP3L",
5
+ "FGF7P6",
6
+ "CAST",
7
+ "CTAG1A",
8
+ "RBM10",
9
+ "NDUFB11",
10
+ "SLC35A3",
11
+ "NIPA2",
12
+ "ZNF528",
13
+ "LMTK3",
14
+ "GABPB1-AS1",
15
+ "AHCTF1P1",
16
+ "FBXL2",
17
+ "SOX15",
18
+ "C15orf40",
19
+ "IFITM2",
20
+ "METTL25B",
21
+ "USP10",
22
+ "ZNF662",
23
+ "FAM187B",
24
+ "MPV17L",
25
+ "LDOC1",
26
+ "RNF13",
27
+ "ZNF552",
28
+ "HSD11B2",
29
+ "SKIC3",
30
+ "MARCHF10",
31
+ "SART3",
32
+ "CAV1",
33
+ "IGKV1-37",
34
+ "NPY",
35
+ "NEUROD2",
36
+ "RDH11",
37
+ "TENM4",
38
+ "PTPN1",
39
+ "PPM1L",
40
+ "COL11A1",
41
+ "KCNJ1",
42
+ "NCBP2AS2",
43
+ "FHIP1A",
44
+ "ABLIM2",
45
+ "OMA1",
46
+ "PHYH",
47
+ "CCS",
48
+ "ZIC1",
49
+ "PPP1R10",
50
+ "PYCR3",
51
+ "CEP290",
52
+ "SCARF1",
53
+ "CGNL1",
54
+ "PITPNB",
55
+ "L2HGDH",
56
+ "NEUROD1",
57
+ "PGAP6",
58
+ "MSRA",
59
+ "HARBI1",
60
+ "GNG5",
61
+ "HHLA2",
62
+ "SPAG8",
63
+ "MEA1",
64
+ "SFRP5",
65
+ "LAMP3",
66
+ "MIR4691",
67
+ "MIR21",
68
+ "TTYH1",
69
+ "B3GNT3",
70
+ "IGSF10",
71
+ "RCOR1",
72
+ "TYMP",
73
+ "KLHL14",
74
+ "OR2L2",
75
+ "MTMR10",
76
+ "USPL1",
77
+ "RENBP",
78
+ "NPEPL1",
79
+ "FAM169A",
80
+ "KDR",
81
+ "LHCGR",
82
+ "SLC47A2",
83
+ "FCN2",
84
+ "C3AR1",
85
+ "UPK2",
86
+ "SLC39A11",
87
+ "MAB21L3",
88
+ "FAM20B",
89
+ "MTNR1A",
90
+ "MGRN1",
91
+ "METTL22",
92
+ "TMTC4",
93
+ "PEX6",
94
+ "RN7SKP150",
95
+ "PYGB",
96
+ "ZUP1",
97
+ "STX18",
98
+ "CIMIP5",
99
+ "TTI1",
100
+ "PDPR",
101
+ "TPTE",
102
+ "LRP5",
103
+ "SELENOM",
104
+ "CUTALP",
105
+ "CSTF1",
106
+ "ANXA2P1",
107
+ "RTF2",
108
+ "CYP2C19",
109
+ "RASSF2",
110
+ "HMGA1P4",
111
+ "ZBTB24",
112
+ "MRFAP1",
113
+ "MLNR",
114
+ "NPM1P22",
115
+ "AURKC",
116
+ "TRIM48",
117
+ "OR52K3P",
118
+ "ERGIC1",
119
+ "CPE",
120
+ "TRAJ20",
121
+ "UBQLN4",
122
+ "SRSF5",
123
+ "SPEF1",
124
+ "XYLT2",
125
+ "SLC43A2",
126
+ "MAMDC2",
127
+ "PPP5D1P",
128
+ "DNM1P41",
129
+ "HHLA1",
130
+ "RNF39",
131
+ "ACVRL1",
132
+ "GDA",
133
+ "WDR97",
134
+ "TTTY7B",
135
+ "TUBB1",
136
+ "OTOS",
137
+ "CTSE",
138
+ "ASXL2",
139
+ "RBAKDN",
140
+ "IL13",
141
+ "C17orf99",
142
+ "BBS9",
143
+ "TMEM40",
144
+ "EIF4A2",
145
+ "ERVH-1",
146
+ "NARF",
147
+ "SLC7A14",
148
+ "TWIST1",
149
+ "TCF7L1",
150
+ "MAP1LC3B2",
151
+ "NUP35",
152
+ "ZSCAN1",
153
+ "FIGN",
154
+ "ADIPOQ",
155
+ "COL11A2",
156
+ "MEGF11",
157
+ "MTSS2",
158
+ "PLCE1",
159
+ "EXO1",
160
+ "RAB40C",
161
+ "PYDC1",
162
+ "DRG1",
163
+ "REC8",
164
+ "GALNT16",
165
+ "PCSK1",
166
+ "FOXA2",
167
+ "KCNK12",
168
+ "FICD",
169
+ "GHRH",
170
+ "PDZD9",
171
+ "GSR",
172
+ "CRABP2",
173
+ "GNGT2",
174
+ "CSPG5",
175
+ "XKRX",
176
+ "TRMT12",
177
+ "ZNF282",
178
+ "PRSS59P",
179
+ "FAM181A",
180
+ "MCOLN1",
181
+ "PTGES",
182
+ "AQP7",
183
+ "ALKBH4",
184
+ "AP5B1",
185
+ "RPL10",
186
+ "TARP",
187
+ "GATAD2B",
188
+ "NARS2",
189
+ "OR6W1P",
190
+ "S100A7",
191
+ "FCER1G",
192
+ "SLC1A4",
193
+ "TOR2A",
194
+ "TRIR",
195
+ "CRNDE",
196
+ "UNC119",
197
+ "PRKCQ-AS1",
198
+ "DLK2",
199
+ "OPTN",
200
+ "FAM9B",
201
+ "KRI1",
202
+ "DNAAF4",
203
+ "ADAMTSL1",
204
+ "TTTY7",
205
+ "SSUH2",
206
+ "ZNF382",
207
+ "RPL26P37",
208
+ "ALLC",
209
+ "TSFM",
210
+ "SNAP25",
211
+ "LRRC31",
212
+ "FCGR2B",
213
+ "TAF7L",
214
+ "APOBEC3C",
215
+ "PAPSS1",
216
+ "DPYSL3",
217
+ "GAGE1",
218
+ "SMARCD2",
219
+ "FAM53B-AS1",
220
+ "MGMT",
221
+ "SNHG10",
222
+ "WFDC9",
223
+ "HEATR5A",
224
+ "LRATD2",
225
+ "FAF2",
226
+ "PDCL",
227
+ "B3GAT1",
228
+ "RPUSD2",
229
+ "IGLV1-50",
230
+ "HCRT",
231
+ "MAGEF1",
232
+ "ZNF7",
233
+ "ZNF596",
234
+ "DDX17",
235
+ "ZNF28",
236
+ "KRTAP4-2",
237
+ "SLC25A15",
238
+ "TRAV36DV7",
239
+ "BCAT1",
240
+ "PDE6H",
241
+ "ITPKA",
242
+ "CHP1",
243
+ "ITGA11",
244
+ "LRAT",
245
+ "GCC1",
246
+ "MIR7113",
247
+ "CPN1",
248
+ "TRBV5-2",
249
+ "IGKV1D-37",
250
+ "CTAG1B"
251
+ ],
252
+ "Coefficient": [
253
+ 0.09643987950299084,
254
+ -0.08555956994071208,
255
+ 0.07993008367926631,
256
+ -0.07743784373238723,
257
+ -0.07186252745500882,
258
+ -0.07081096265166242,
259
+ -0.06487729658040084,
260
+ 0.053669221748703,
261
+ 0.05127939527694768,
262
+ 0.050868418301258274,
263
+ 0.047528620649021795,
264
+ 0.0473527766186279,
265
+ -0.04606296547305587,
266
+ -0.04436363427107297,
267
+ -0.044360749377460505,
268
+ 0.04237710157216329,
269
+ -0.03874481233525651,
270
+ 0.034251539869841,
271
+ 0.032902499412807325,
272
+ -0.03175079084706574,
273
+ 0.031310924380741366,
274
+ 0.03032635524965739,
275
+ 0.029923619061151905,
276
+ -0.029569091215815597,
277
+ -0.027710220357146285,
278
+ 0.02763985229681476,
279
+ 0.027167082764237644,
280
+ 0.027091774330043537,
281
+ -0.027019550584153996,
282
+ -0.026506389190759507,
283
+ -0.026189789392526665,
284
+ 0.024598905978137645,
285
+ -0.02445898241269298,
286
+ 0.024198854656420122,
287
+ 0.024137756777221527,
288
+ 0.02391704184683825,
289
+ -0.023913916856114815,
290
+ -0.023653188639623877,
291
+ -0.023487211029102645,
292
+ -0.02270058882317679,
293
+ 0.022416659158783086,
294
+ -0.02220033190414446,
295
+ 0.02180926154592235,
296
+ -0.021650192108223734,
297
+ 0.020767188092479093,
298
+ 0.02076075667278431,
299
+ 0.020630638259658798,
300
+ 0.02002780553090514,
301
+ 0.01978071852745105,
302
+ 0.01968370787743061,
303
+ 0.019662910374975518,
304
+ -0.019589221917256334,
305
+ -0.019485937163443098,
306
+ 0.01948202324339436,
307
+ 0.019192655364642052,
308
+ 0.01900182952379088,
309
+ 0.018647076425947488,
310
+ -0.018410394978455456,
311
+ 0.018405072226217876,
312
+ -0.01837646411636549,
313
+ -0.018185059125687575,
314
+ 0.018022964031381313,
315
+ -0.017790588139108172,
316
+ 0.017379595098268107,
317
+ 0.017266179683196606,
318
+ 0.016088816278718936,
319
+ -0.01595384659949805,
320
+ -0.015905398535405513,
321
+ 0.01587943423133672,
322
+ 0.01569700262916163,
323
+ 0.01568149563461919,
324
+ -0.015632163694231423,
325
+ 0.015626141163416075,
326
+ 0.015531916172622688,
327
+ 0.01547165769339589,
328
+ 0.015074470775835892,
329
+ 0.014944161738681103,
330
+ -0.014893361471289168,
331
+ -0.014879873799795069,
332
+ 0.014761592264879952,
333
+ -0.014607299467999452,
334
+ -0.014305959373543889,
335
+ 0.014202773293172204,
336
+ -0.013959590503398846,
337
+ -0.013690203084418262,
338
+ 0.013367989330832428,
339
+ -0.013241015695446575,
340
+ -0.013139115045826833,
341
+ 0.013115066436038738,
342
+ 0.01300353498112694,
343
+ -0.012752520499201857,
344
+ 0.01225192916525971,
345
+ -0.012098586972406067,
346
+ -0.012037150611302314,
347
+ 0.011765035143186347,
348
+ -0.011647960901629346,
349
+ 0.011631674411166732,
350
+ -0.011605349923711804,
351
+ 0.011589583661871966,
352
+ 0.0113908446029641,
353
+ 0.011371411069083365,
354
+ -0.011189977962131434,
355
+ -0.011181310611031798,
356
+ -0.010846902309241839,
357
+ -0.010807612764283707,
358
+ 0.010782417767399835,
359
+ -0.010574989459688437,
360
+ 0.010561683271768986,
361
+ 0.0104184406838541,
362
+ 0.010377858868523545,
363
+ -0.010326621884926595,
364
+ -0.009935885666891454,
365
+ 0.009774375105383998,
366
+ -0.009737010483833533,
367
+ 0.00949322895588037,
368
+ -0.009392263032568302,
369
+ -0.009092263274572328,
370
+ 0.00906901148558434,
371
+ -0.009047977897784568,
372
+ -0.008970474164043245,
373
+ 0.008725479133803138,
374
+ 0.008543494387739074,
375
+ -0.008516159345024319,
376
+ 0.008488929334601164,
377
+ -0.008243367684595089,
378
+ 0.007968676711049874,
379
+ 0.007812497178190677,
380
+ -0.007733868214353821,
381
+ -0.0076323303380231985,
382
+ 0.00761149336803495,
383
+ -0.007525773642364784,
384
+ 0.007291309256546614,
385
+ -0.007177070156410554,
386
+ 0.007142533705292339,
387
+ 0.007051586672408602,
388
+ -0.006932692872803494,
389
+ 0.006182695330161419,
390
+ 0.00607386538139101,
391
+ 0.006061548597967925,
392
+ -0.006017430591618149,
393
+ 0.005854452955285764,
394
+ 0.005780274126047781,
395
+ 0.005745372096933823,
396
+ 0.005611665749541163,
397
+ -0.005486809549023829,
398
+ -0.0053831770281693204,
399
+ 0.005360807796985226,
400
+ -0.005338359132950471,
401
+ -0.005320248025632788,
402
+ 0.005232508064167355,
403
+ 0.005228083268693833,
404
+ -0.005188289915311027,
405
+ 0.005157610502320388,
406
+ 0.005086453130484221,
407
+ 0.005062829051459671,
408
+ -0.005038560204793786,
409
+ 0.0050078305399854865,
410
+ 0.0050077501749476215,
411
+ -0.0049752136153574985,
412
+ 0.004943928119991757,
413
+ -0.00493293667587628,
414
+ 0.004896465696993241,
415
+ -0.0048139378750140785,
416
+ -0.004783421759926602,
417
+ 0.004772476267181987,
418
+ 0.004740505710415856,
419
+ -0.004714812523297095,
420
+ -0.00460284062162878,
421
+ -0.004598159011149635,
422
+ 0.004559114268358734,
423
+ -0.004476881315909,
424
+ -0.004410372444789514,
425
+ 0.004384205149751088,
426
+ -0.004359153617630805,
427
+ -0.004357803548129849,
428
+ -0.004353736272112468,
429
+ 0.004317743374971504,
430
+ -0.004305919622068224,
431
+ 0.004291336881079684,
432
+ -0.004140522068057456,
433
+ -0.004096817046244981,
434
+ -0.004075031294850542,
435
+ -0.003720685879102202,
436
+ -0.0036700951765329787,
437
+ -0.003611263190931324,
438
+ -0.0034152089306529617,
439
+ -0.0033679354920406962,
440
+ 0.00330024302473459,
441
+ 0.0032198466138696185,
442
+ 0.0032154395216866223,
443
+ -0.0031591112400826825,
444
+ 0.0031507332501531015,
445
+ 0.003043129616394103,
446
+ -0.002894048725088513,
447
+ -0.002875888930656344,
448
+ 0.0026896028366673493,
449
+ -0.00253477144014936,
450
+ -0.0023862523298082,
451
+ -0.0021668704915015474,
452
+ -0.001836171474001017,
453
+ -0.0018080041245164221,
454
+ -0.0017883497905129115,
455
+ 0.001740247638843939,
456
+ -0.0017239492758061852,
457
+ -0.0016776311468053439,
458
+ 0.0016668178143711377,
459
+ -0.0016346656281720463,
460
+ -0.0016274009820390351,
461
+ -0.001589669268070842,
462
+ -0.0015602426587287975,
463
+ 0.0014021864497742033,
464
+ 0.001397410539399975,
465
+ 0.0013021283530034262,
466
+ 0.0012914918739993582,
467
+ -0.0011744477481187188,
468
+ -0.0010374904826028128,
469
+ 0.0009757287839664836,
470
+ 0.0009670342174670834,
471
+ 0.0008616222222761934,
472
+ 0.0008607747089275735,
473
+ -0.0007772109713684441,
474
+ 0.0007523489010849474,
475
+ 0.0006605963325349893,
476
+ -0.0005769357872171392,
477
+ 0.0005755074393873462,
478
+ 0.0005015691239770038,
479
+ -0.00031349756888142876,
480
+ -0.00023268030334735814,
481
+ -0.00021095890527887567,
482
+ 0.00020413148880677658,
483
+ 0.00014038265722859556,
484
+ 0.00013433672825377378,
485
+ -0.00013127702609110729,
486
+ 0.0001300411776980979,
487
+ -0.00011787231628827983,
488
+ 0.00011712518671226409,
489
+ -9.879799622173629e-05,
490
+ 7.669805468577327e-05,
491
+ 6.83328790807772e-05,
492
+ 5.02491531673051e-05,
493
+ -4.476625092883698e-05,
494
+ 4.13446613344426e-05,
495
+ -3.0419052755963407e-05,
496
+ -2.433877657409715e-05,
497
+ 1.8761070176702586e-05,
498
+ -8.664141357372094e-16,
499
+ -3.6889238604560543e-16
500
+ ],
501
+ "Absolute Coefficient": [
502
+ 0.09643987950299084,
503
+ 0.08555956994071208,
504
+ 0.07993008367926631,
505
+ 0.07743784373238723,
506
+ 0.07186252745500882,
507
+ 0.07081096265166242,
508
+ 0.06487729658040084,
509
+ 0.053669221748703,
510
+ 0.05127939527694768,
511
+ 0.050868418301258274,
512
+ 0.047528620649021795,
513
+ 0.0473527766186279,
514
+ 0.04606296547305587,
515
+ 0.04436363427107297,
516
+ 0.044360749377460505,
517
+ 0.04237710157216329,
518
+ 0.03874481233525651,
519
+ 0.034251539869841,
520
+ 0.032902499412807325,
521
+ 0.03175079084706574,
522
+ 0.031310924380741366,
523
+ 0.03032635524965739,
524
+ 0.029923619061151905,
525
+ 0.029569091215815597,
526
+ 0.027710220357146285,
527
+ 0.02763985229681476,
528
+ 0.027167082764237644,
529
+ 0.027091774330043537,
530
+ 0.027019550584153996,
531
+ 0.026506389190759507,
532
+ 0.026189789392526665,
533
+ 0.024598905978137645,
534
+ 0.02445898241269298,
535
+ 0.024198854656420122,
536
+ 0.024137756777221527,
537
+ 0.02391704184683825,
538
+ 0.023913916856114815,
539
+ 0.023653188639623877,
540
+ 0.023487211029102645,
541
+ 0.02270058882317679,
542
+ 0.022416659158783086,
543
+ 0.02220033190414446,
544
+ 0.02180926154592235,
545
+ 0.021650192108223734,
546
+ 0.020767188092479093,
547
+ 0.02076075667278431,
548
+ 0.020630638259658798,
549
+ 0.02002780553090514,
550
+ 0.01978071852745105,
551
+ 0.01968370787743061,
552
+ 0.019662910374975518,
553
+ 0.019589221917256334,
554
+ 0.019485937163443098,
555
+ 0.01948202324339436,
556
+ 0.019192655364642052,
557
+ 0.01900182952379088,
558
+ 0.018647076425947488,
559
+ 0.018410394978455456,
560
+ 0.018405072226217876,
561
+ 0.01837646411636549,
562
+ 0.018185059125687575,
563
+ 0.018022964031381313,
564
+ 0.017790588139108172,
565
+ 0.017379595098268107,
566
+ 0.017266179683196606,
567
+ 0.016088816278718936,
568
+ 0.01595384659949805,
569
+ 0.015905398535405513,
570
+ 0.01587943423133672,
571
+ 0.01569700262916163,
572
+ 0.01568149563461919,
573
+ 0.015632163694231423,
574
+ 0.015626141163416075,
575
+ 0.015531916172622688,
576
+ 0.01547165769339589,
577
+ 0.015074470775835892,
578
+ 0.014944161738681103,
579
+ 0.014893361471289168,
580
+ 0.014879873799795069,
581
+ 0.014761592264879952,
582
+ 0.014607299467999452,
583
+ 0.014305959373543889,
584
+ 0.014202773293172204,
585
+ 0.013959590503398846,
586
+ 0.013690203084418262,
587
+ 0.013367989330832428,
588
+ 0.013241015695446575,
589
+ 0.013139115045826833,
590
+ 0.013115066436038738,
591
+ 0.01300353498112694,
592
+ 0.012752520499201857,
593
+ 0.01225192916525971,
594
+ 0.012098586972406067,
595
+ 0.012037150611302314,
596
+ 0.011765035143186347,
597
+ 0.011647960901629346,
598
+ 0.011631674411166732,
599
+ 0.011605349923711804,
600
+ 0.011589583661871966,
601
+ 0.0113908446029641,
602
+ 0.011371411069083365,
603
+ 0.011189977962131434,
604
+ 0.011181310611031798,
605
+ 0.010846902309241839,
606
+ 0.010807612764283707,
607
+ 0.010782417767399835,
608
+ 0.010574989459688437,
609
+ 0.010561683271768986,
610
+ 0.0104184406838541,
611
+ 0.010377858868523545,
612
+ 0.010326621884926595,
613
+ 0.009935885666891454,
614
+ 0.009774375105383998,
615
+ 0.009737010483833533,
616
+ 0.00949322895588037,
617
+ 0.009392263032568302,
618
+ 0.009092263274572328,
619
+ 0.00906901148558434,
620
+ 0.009047977897784568,
621
+ 0.008970474164043245,
622
+ 0.008725479133803138,
623
+ 0.008543494387739074,
624
+ 0.008516159345024319,
625
+ 0.008488929334601164,
626
+ 0.008243367684595089,
627
+ 0.007968676711049874,
628
+ 0.007812497178190677,
629
+ 0.007733868214353821,
630
+ 0.0076323303380231985,
631
+ 0.00761149336803495,
632
+ 0.007525773642364784,
633
+ 0.007291309256546614,
634
+ 0.007177070156410554,
635
+ 0.007142533705292339,
636
+ 0.007051586672408602,
637
+ 0.006932692872803494,
638
+ 0.006182695330161419,
639
+ 0.00607386538139101,
640
+ 0.006061548597967925,
641
+ 0.006017430591618149,
642
+ 0.005854452955285764,
643
+ 0.005780274126047781,
644
+ 0.005745372096933823,
645
+ 0.005611665749541163,
646
+ 0.005486809549023829,
647
+ 0.0053831770281693204,
648
+ 0.005360807796985226,
649
+ 0.005338359132950471,
650
+ 0.005320248025632788,
651
+ 0.005232508064167355,
652
+ 0.005228083268693833,
653
+ 0.005188289915311027,
654
+ 0.005157610502320388,
655
+ 0.005086453130484221,
656
+ 0.005062829051459671,
657
+ 0.005038560204793786,
658
+ 0.0050078305399854865,
659
+ 0.0050077501749476215,
660
+ 0.0049752136153574985,
661
+ 0.004943928119991757,
662
+ 0.00493293667587628,
663
+ 0.004896465696993241,
664
+ 0.0048139378750140785,
665
+ 0.004783421759926602,
666
+ 0.004772476267181987,
667
+ 0.004740505710415856,
668
+ 0.004714812523297095,
669
+ 0.00460284062162878,
670
+ 0.004598159011149635,
671
+ 0.004559114268358734,
672
+ 0.004476881315909,
673
+ 0.004410372444789514,
674
+ 0.004384205149751088,
675
+ 0.004359153617630805,
676
+ 0.004357803548129849,
677
+ 0.004353736272112468,
678
+ 0.004317743374971504,
679
+ 0.004305919622068224,
680
+ 0.004291336881079684,
681
+ 0.004140522068057456,
682
+ 0.004096817046244981,
683
+ 0.004075031294850542,
684
+ 0.003720685879102202,
685
+ 0.0036700951765329787,
686
+ 0.003611263190931324,
687
+ 0.0034152089306529617,
688
+ 0.0033679354920406962,
689
+ 0.00330024302473459,
690
+ 0.0032198466138696185,
691
+ 0.0032154395216866223,
692
+ 0.0031591112400826825,
693
+ 0.0031507332501531015,
694
+ 0.003043129616394103,
695
+ 0.002894048725088513,
696
+ 0.002875888930656344,
697
+ 0.0026896028366673493,
698
+ 0.00253477144014936,
699
+ 0.0023862523298082,
700
+ 0.0021668704915015474,
701
+ 0.001836171474001017,
702
+ 0.0018080041245164221,
703
+ 0.0017883497905129115,
704
+ 0.001740247638843939,
705
+ 0.0017239492758061852,
706
+ 0.0016776311468053439,
707
+ 0.0016668178143711377,
708
+ 0.0016346656281720463,
709
+ 0.0016274009820390351,
710
+ 0.001589669268070842,
711
+ 0.0015602426587287975,
712
+ 0.0014021864497742033,
713
+ 0.001397410539399975,
714
+ 0.0013021283530034262,
715
+ 0.0012914918739993582,
716
+ 0.0011744477481187188,
717
+ 0.0010374904826028128,
718
+ 0.0009757287839664836,
719
+ 0.0009670342174670834,
720
+ 0.0008616222222761934,
721
+ 0.0008607747089275735,
722
+ 0.0007772109713684441,
723
+ 0.0007523489010849474,
724
+ 0.0006605963325349893,
725
+ 0.0005769357872171392,
726
+ 0.0005755074393873462,
727
+ 0.0005015691239770038,
728
+ 0.00031349756888142876,
729
+ 0.00023268030334735814,
730
+ 0.00021095890527887567,
731
+ 0.00020413148880677658,
732
+ 0.00014038265722859556,
733
+ 0.00013433672825377378,
734
+ 0.00013127702609110729,
735
+ 0.0001300411776980979,
736
+ 0.00011787231628827983,
737
+ 0.00011712518671226409,
738
+ 9.879799622173629e-05,
739
+ 7.669805468577327e-05,
740
+ 6.83328790807772e-05,
741
+ 5.02491531673051e-05,
742
+ 4.476625092883698e-05,
743
+ 4.13446613344426e-05,
744
+ 3.0419052755963407e-05,
745
+ 2.433877657409715e-05,
746
+ 1.8761070176702586e-05,
747
+ 8.664141357372094e-16,
748
+ 3.6889238604560543e-16
749
+ ]
750
+ },
751
+ "cv_performance": {
752
+ "prediction": {
753
+ "accuracy": 76.44444444444443,
754
+ "precision": 75.30642140398238,
755
+ "recall": 96.72523041474655,
756
+ "f1": 84.4739669422568
757
+ },
758
+ "selection": {
759
+ "precision": 0.4871383959432233,
760
+ "recall": 1.36986301369863,
761
+ "f1": 0.7186176431853802,
762
+ "jaccard": 0.36112063779272274
763
+ }
764
+ }
765
+ }
p3/regress/Huntingtons_Disease/significant_genes_condition_Osteoarthritis.json ADDED
@@ -0,0 +1,744 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "significant_genes": {
3
+ "Variable": [
4
+ "CTAG1A",
5
+ "FGF7P6",
6
+ "BNIP3L",
7
+ "CAST",
8
+ "RBM10",
9
+ "SLC35A3",
10
+ "NDUFB11",
11
+ "C15orf40",
12
+ "LMTK3",
13
+ "ZIC1",
14
+ "SKIC3",
15
+ "CAV1",
16
+ "NEUROD2",
17
+ "FBXL2",
18
+ "GABPB1-AS1",
19
+ "FAM187B",
20
+ "SART3",
21
+ "NIPA2",
22
+ "PDCL",
23
+ "KLHL14",
24
+ "CCS",
25
+ "SELENOM",
26
+ "MPV17L",
27
+ "MEA1",
28
+ "SOX15",
29
+ "USP10",
30
+ "IFITM2",
31
+ "LHCGR",
32
+ "RTF2",
33
+ "IGKV1-37",
34
+ "GTPBP10",
35
+ "ABLIM2",
36
+ "ZNF552",
37
+ "CCP110",
38
+ "MARCHF10",
39
+ "PPM1L",
40
+ "GXYLT2",
41
+ "TTYH1",
42
+ "STX18",
43
+ "ZNF662",
44
+ "NUP35",
45
+ "IGSF10",
46
+ "NPY",
47
+ "NPEPL1",
48
+ "COL11A1",
49
+ "RASSF2",
50
+ "TRMT12",
51
+ "AHCTF1P1",
52
+ "CUTALP",
53
+ "CYP2C19",
54
+ "FAM169A",
55
+ "STX12",
56
+ "KDR",
57
+ "CEP290",
58
+ "NEUROD1",
59
+ "SFRP5",
60
+ "OMA1",
61
+ "TTI1",
62
+ "FHIP1A",
63
+ "ADGRG7",
64
+ "SLC43A2",
65
+ "GRIK1",
66
+ "ERGIC1",
67
+ "CCR7",
68
+ "MIR4691",
69
+ "TENM4",
70
+ "FIGN",
71
+ "GNG5",
72
+ "LEMD2",
73
+ "PDZD9",
74
+ "AURKC",
75
+ "KCNJ1",
76
+ "PHYH",
77
+ "METTL21EP",
78
+ "SUGP1",
79
+ "PTPN1",
80
+ "EIF4A2",
81
+ "RCOR1",
82
+ "RN7SKP150",
83
+ "ZNF528",
84
+ "FCN2",
85
+ "LDOC1",
86
+ "G3BP1",
87
+ "L2HGDH",
88
+ "COL11A2",
89
+ "FAM161A",
90
+ "TPTE",
91
+ "CSTF1",
92
+ "C17orf99",
93
+ "PEX6",
94
+ "ALKBH4",
95
+ "ADAMTSL1",
96
+ "MLNR",
97
+ "RAB40C",
98
+ "PPP5D1P",
99
+ "TRIM48",
100
+ "CAPN11",
101
+ "UPK2",
102
+ "CHP1",
103
+ "MRFAP1",
104
+ "IGLV1-44",
105
+ "MSTO2P",
106
+ "ZNF281",
107
+ "ZNF843",
108
+ "FAM181A",
109
+ "ZUP1",
110
+ "TSFM",
111
+ "ZKSCAN1",
112
+ "TUBB1",
113
+ "FAF2",
114
+ "PPP1R10",
115
+ "PYGB",
116
+ "ZSCAN1",
117
+ "HHLA2",
118
+ "MGRN1",
119
+ "TAS2R50",
120
+ "ZBTB24",
121
+ "KISS1",
122
+ "RAB5B",
123
+ "NPM1P22",
124
+ "IL13",
125
+ "TTTY7B",
126
+ "ALAS2",
127
+ "ZBTB33",
128
+ "SPAG8",
129
+ "CPE",
130
+ "ACOT12",
131
+ "PAX7",
132
+ "CRABP2",
133
+ "SCARF1",
134
+ "LAMP3",
135
+ "TRAJ20",
136
+ "FBXO28",
137
+ "SLC25A15",
138
+ "TMEM220",
139
+ "ADIPOQ",
140
+ "NFATC4",
141
+ "FSCN2",
142
+ "LRATD2",
143
+ "SIK2",
144
+ "ZNF7",
145
+ "HSD11B2",
146
+ "PDPR",
147
+ "MIR21",
148
+ "AQP7",
149
+ "SPTBN2",
150
+ "CYP1B1-AS1",
151
+ "TWIST1",
152
+ "PTCHD4",
153
+ "MAB21L3",
154
+ "GDA",
155
+ "TMEM262",
156
+ "SELENBP1",
157
+ "HNRNPL",
158
+ "PRSS2",
159
+ "NBL1",
160
+ "B3GNT3",
161
+ "KRTAP9-3",
162
+ "USPL1",
163
+ "TMEM123",
164
+ "KLK6",
165
+ "OR8G1",
166
+ "ATIC",
167
+ "HMGA1P4",
168
+ "XG",
169
+ "NDUFS8",
170
+ "TRBV5-2",
171
+ "VWA5A",
172
+ "DGKQ",
173
+ "LRP5",
174
+ "ACVRL1",
175
+ "ALDH18A1",
176
+ "KCNK12",
177
+ "NCBP2AS2",
178
+ "SPEF1",
179
+ "TLL1",
180
+ "PDE2A",
181
+ "C1S",
182
+ "TMTC4",
183
+ "NUDT11",
184
+ "RBAKDN",
185
+ "KRTAP4-8",
186
+ "DNAI1",
187
+ "TCF7L1",
188
+ "CABP1",
189
+ "KRTAP4-2",
190
+ "MMUT",
191
+ "PAPSS1",
192
+ "PYCR3",
193
+ "CDCA7L",
194
+ "UVSSA",
195
+ "FCER1G",
196
+ "PRSS59P",
197
+ "ZGLP1",
198
+ "FOXA2",
199
+ "EPHA3",
200
+ "RNF167",
201
+ "ZNF596",
202
+ "GAGE1",
203
+ "ZP2",
204
+ "SFTA3",
205
+ "MAP1LC3B2",
206
+ "RSPO2",
207
+ "METTL22",
208
+ "DOCK5",
209
+ "IDI2",
210
+ "CIMIP5",
211
+ "BBS9",
212
+ "DRG1",
213
+ "LRRC75A",
214
+ "CD300LF",
215
+ "RNF13",
216
+ "TPGS2",
217
+ "TMEM40",
218
+ "MIR205",
219
+ "NARF",
220
+ "DLX3",
221
+ "OR52K3P",
222
+ "SLC39A11",
223
+ "PLCE1",
224
+ "TCF20",
225
+ "GSR",
226
+ "ASXL2",
227
+ "CGNL1",
228
+ "SCGB2B2",
229
+ "DDX17",
230
+ "TRMT61B",
231
+ "YEATS2",
232
+ "KLRC4",
233
+ "LINC02901",
234
+ "AP5B1",
235
+ "OTOF",
236
+ "RDH11",
237
+ "TENM2",
238
+ "BAIAP2L2",
239
+ "SLC47A2",
240
+ "TRABD",
241
+ "MIR7113",
242
+ "IGKV1D-37",
243
+ "TRAV36DV7"
244
+ ],
245
+ "Coefficient": [
246
+ -0.08725971844336626,
247
+ -0.07658964224470328,
248
+ 0.06799954157792289,
249
+ 0.06237706722706109,
250
+ -0.05914664181181763,
251
+ -0.056112476960474,
252
+ -0.05205453321671679,
253
+ -0.04877111173299649,
254
+ 0.04714020359295023,
255
+ 0.04660875094610353,
256
+ 0.04413073550305117,
257
+ -0.043858345498974015,
258
+ 0.041972290180342146,
259
+ -0.04088611030296239,
260
+ 0.04065775395645195,
261
+ -0.03982889264843619,
262
+ 0.0395208934552712,
263
+ 0.039363913177361584,
264
+ 0.03820879509425569,
265
+ 0.037878528718843285,
266
+ -0.0378729164531705,
267
+ 0.03724065966728085,
268
+ 0.03634323782952608,
269
+ -0.036119571966203474,
270
+ -0.03479012784443436,
271
+ 0.03444134975095323,
272
+ 0.0327055465882917,
273
+ -0.03262982539248355,
274
+ -0.03208058153699707,
275
+ -0.031116543390865725,
276
+ -0.029988716056504036,
277
+ 0.029688117976675612,
278
+ -0.029247478889917508,
279
+ -0.029069167028575326,
280
+ 0.028849865281744595,
281
+ 0.028714271233089464,
282
+ 0.0283103256724614,
283
+ 0.028119471702125334,
284
+ -0.02781306565044617,
285
+ 0.027365225374587077,
286
+ -0.026556710194870003,
287
+ -0.026552387474574772,
288
+ -0.026016558498357118,
289
+ 0.02594895848902298,
290
+ -0.024889002726846545,
291
+ 0.024629487684124714,
292
+ 0.02377668568330645,
293
+ 0.02331340935175228,
294
+ 0.023027425425231146,
295
+ -0.022721022215181675,
296
+ 0.021725563219423722,
297
+ 0.02047182785758466,
298
+ 0.019955513910465534,
299
+ 0.019541810121302208,
300
+ -0.018896609433655415,
301
+ -0.0182054216962164,
302
+ -0.018121714291719684,
303
+ -0.01803554806226009,
304
+ -0.018035062796300128,
305
+ 0.017954225624073544,
306
+ 0.017717711609602997,
307
+ 0.017181322308668985,
308
+ 0.016699237001471988,
309
+ 0.016470823857380967,
310
+ -0.016224359875533983,
311
+ 0.016120370533728605,
312
+ 0.01611405418333981,
313
+ 0.01589477811893516,
314
+ -0.015830541431736896,
315
+ -0.015765878640457847,
316
+ -0.01572868814174223,
317
+ -0.015663372225056916,
318
+ 0.015435272051775889,
319
+ 0.015215030315404582,
320
+ 0.015094181704276222,
321
+ 0.014972260124582573,
322
+ 0.014912902358786862,
323
+ -0.014352991907305128,
324
+ -0.01429868031741432,
325
+ 0.014294408702903343,
326
+ 0.014246177378874906,
327
+ 0.013989552844579891,
328
+ 0.013967301453171101,
329
+ -0.013937330938031353,
330
+ -0.013778216266475265,
331
+ -0.013717250753708115,
332
+ -0.013555513590747923,
333
+ -0.013406657589002101,
334
+ 0.013288398204891428,
335
+ 0.01321966639959949,
336
+ -0.013184160258567638,
337
+ -0.013100849265594192,
338
+ 0.013086947434139498,
339
+ 0.012984304274130765,
340
+ 0.012615862006546285,
341
+ 0.012501845953941715,
342
+ -0.012485595205079855,
343
+ -0.012297723399806436,
344
+ 0.012212442854135872,
345
+ 0.011984126083306635,
346
+ 0.011493807086547295,
347
+ 0.011368154951880935,
348
+ 0.011250657913468872,
349
+ 0.010975380098500322,
350
+ -0.010877187471140179,
351
+ -0.01070607881742066,
352
+ 0.010579470510035218,
353
+ 0.010414306071182225,
354
+ 0.010370787088918648,
355
+ 0.010363830344121172,
356
+ 0.010299979050467513,
357
+ 0.010246356740594783,
358
+ -0.010083301364822985,
359
+ -0.010064481125576195,
360
+ -0.009955362046910445,
361
+ 0.009427678737367017,
362
+ 0.009327278670819086,
363
+ 0.009316753769664834,
364
+ 0.009141438427615936,
365
+ -0.00905450147255328,
366
+ 0.009031116462853815,
367
+ -0.00894349835879568,
368
+ -0.008887354295377736,
369
+ -0.008867698166465538,
370
+ 0.0087533089359766,
371
+ -0.008554434820832962,
372
+ -0.008552855504667603,
373
+ -0.008527761988933501,
374
+ -0.008508553353277604,
375
+ 0.00836574676290811,
376
+ 0.008323413845310988,
377
+ -0.00828846359780203,
378
+ -0.008285499264609692,
379
+ 0.008188505746208462,
380
+ 0.008047881217756696,
381
+ 0.007970787034847198,
382
+ -0.007739335641850588,
383
+ -0.0071914131766248855,
384
+ -0.007161325640869476,
385
+ -0.006701747113472477,
386
+ -0.006687214313053152,
387
+ -0.006636919345951714,
388
+ 0.006565380552610476,
389
+ 0.006415731857389659,
390
+ 0.006065718259387817,
391
+ -0.005834682775794168,
392
+ -0.005820985645439144,
393
+ -0.005797628769319627,
394
+ 0.005739169929854681,
395
+ -0.005719697306081867,
396
+ -0.005670900284169699,
397
+ -0.005600855046981109,
398
+ 0.005536241265725692,
399
+ -0.0053193217987474875,
400
+ 0.005263686051122105,
401
+ 0.005083212097738401,
402
+ 0.004871938510102783,
403
+ -0.0048206251010955254,
404
+ 0.004795069730610788,
405
+ -0.004794038260198654,
406
+ -0.004767768454396495,
407
+ 0.00465324524735249,
408
+ -0.004617265664455663,
409
+ -0.004525297000843941,
410
+ -0.004512159842203433,
411
+ -0.004509783166745513,
412
+ 0.004456485106745249,
413
+ 0.004296208984945527,
414
+ 0.00408693829462265,
415
+ 0.003932668760294378,
416
+ -0.0038659739981939155,
417
+ -0.003712595318718675,
418
+ -0.003629279573222247,
419
+ -0.0035241889024592377,
420
+ -0.003496512191483987,
421
+ -0.0034095659193964342,
422
+ -0.003402556989790838,
423
+ -0.0033162767187960044,
424
+ 0.0033037638804022996,
425
+ -0.0032731898554941466,
426
+ -0.0032445028178084197,
427
+ -0.0030997548353820675,
428
+ -0.0030270651757874794,
429
+ -0.0028402485050991154,
430
+ -0.0027718398004823834,
431
+ -0.002742397528314208,
432
+ 0.002684348887574098,
433
+ 0.002638140593419491,
434
+ 0.0025138261597573513,
435
+ -0.0024968993465981056,
436
+ 0.0024632777782110263,
437
+ 0.002375784456473979,
438
+ -0.002232298053950996,
439
+ 0.0021798583593817633,
440
+ -0.0021717149258054617,
441
+ -0.0021383768098304262,
442
+ -0.002121311406224181,
443
+ 0.0020238042671917467,
444
+ 0.0020007740770480254,
445
+ 0.0019094935510034642,
446
+ 0.0018737661813003894,
447
+ 0.0017727779930242396,
448
+ -0.0017576481134607778,
449
+ -0.0017480303982579737,
450
+ 0.001722791077973799,
451
+ 0.0016455586027743201,
452
+ 0.001601679721147596,
453
+ 0.0015953680180848047,
454
+ -0.0013672267907974445,
455
+ 0.0013571757102087312,
456
+ -0.0013377961923710273,
457
+ 0.00129723098863837,
458
+ 0.0012934184298282496,
459
+ -0.001291758943685958,
460
+ 0.0012514337981850295,
461
+ 0.0012080596354828168,
462
+ -0.0011590214896447985,
463
+ -0.0011473433928931992,
464
+ 0.001120305773359111,
465
+ 0.0011153278924230488,
466
+ -0.0009265978183754246,
467
+ -0.0008978934846303709,
468
+ 0.0008755314603911572,
469
+ 0.0008090394541734637,
470
+ -0.000768251339237199,
471
+ 0.0006623965099662241,
472
+ 0.0004658599065570109,
473
+ -0.0004117199846518929,
474
+ 0.00040407256184621707,
475
+ -0.0003443255720223732,
476
+ -0.00033673329704586206,
477
+ -0.0002593065305360648,
478
+ -0.0002570416855496695,
479
+ -0.00024382648583950518,
480
+ -0.0002291769305125169,
481
+ -0.00013531201748068244,
482
+ -6.98514771830542e-05,
483
+ -6.957437272338793e-08,
484
+ -1.0148514432146258e-15,
485
+ -3.4407132062722355e-16
486
+ ],
487
+ "Absolute Coefficient": [
488
+ 0.08725971844336626,
489
+ 0.07658964224470328,
490
+ 0.06799954157792289,
491
+ 0.06237706722706109,
492
+ 0.05914664181181763,
493
+ 0.056112476960474,
494
+ 0.05205453321671679,
495
+ 0.04877111173299649,
496
+ 0.04714020359295023,
497
+ 0.04660875094610353,
498
+ 0.04413073550305117,
499
+ 0.043858345498974015,
500
+ 0.041972290180342146,
501
+ 0.04088611030296239,
502
+ 0.04065775395645195,
503
+ 0.03982889264843619,
504
+ 0.0395208934552712,
505
+ 0.039363913177361584,
506
+ 0.03820879509425569,
507
+ 0.037878528718843285,
508
+ 0.0378729164531705,
509
+ 0.03724065966728085,
510
+ 0.03634323782952608,
511
+ 0.036119571966203474,
512
+ 0.03479012784443436,
513
+ 0.03444134975095323,
514
+ 0.0327055465882917,
515
+ 0.03262982539248355,
516
+ 0.03208058153699707,
517
+ 0.031116543390865725,
518
+ 0.029988716056504036,
519
+ 0.029688117976675612,
520
+ 0.029247478889917508,
521
+ 0.029069167028575326,
522
+ 0.028849865281744595,
523
+ 0.028714271233089464,
524
+ 0.0283103256724614,
525
+ 0.028119471702125334,
526
+ 0.02781306565044617,
527
+ 0.027365225374587077,
528
+ 0.026556710194870003,
529
+ 0.026552387474574772,
530
+ 0.026016558498357118,
531
+ 0.02594895848902298,
532
+ 0.024889002726846545,
533
+ 0.024629487684124714,
534
+ 0.02377668568330645,
535
+ 0.02331340935175228,
536
+ 0.023027425425231146,
537
+ 0.022721022215181675,
538
+ 0.021725563219423722,
539
+ 0.02047182785758466,
540
+ 0.019955513910465534,
541
+ 0.019541810121302208,
542
+ 0.018896609433655415,
543
+ 0.0182054216962164,
544
+ 0.018121714291719684,
545
+ 0.01803554806226009,
546
+ 0.018035062796300128,
547
+ 0.017954225624073544,
548
+ 0.017717711609602997,
549
+ 0.017181322308668985,
550
+ 0.016699237001471988,
551
+ 0.016470823857380967,
552
+ 0.016224359875533983,
553
+ 0.016120370533728605,
554
+ 0.01611405418333981,
555
+ 0.01589477811893516,
556
+ 0.015830541431736896,
557
+ 0.015765878640457847,
558
+ 0.01572868814174223,
559
+ 0.015663372225056916,
560
+ 0.015435272051775889,
561
+ 0.015215030315404582,
562
+ 0.015094181704276222,
563
+ 0.014972260124582573,
564
+ 0.014912902358786862,
565
+ 0.014352991907305128,
566
+ 0.01429868031741432,
567
+ 0.014294408702903343,
568
+ 0.014246177378874906,
569
+ 0.013989552844579891,
570
+ 0.013967301453171101,
571
+ 0.013937330938031353,
572
+ 0.013778216266475265,
573
+ 0.013717250753708115,
574
+ 0.013555513590747923,
575
+ 0.013406657589002101,
576
+ 0.013288398204891428,
577
+ 0.01321966639959949,
578
+ 0.013184160258567638,
579
+ 0.013100849265594192,
580
+ 0.013086947434139498,
581
+ 0.012984304274130765,
582
+ 0.012615862006546285,
583
+ 0.012501845953941715,
584
+ 0.012485595205079855,
585
+ 0.012297723399806436,
586
+ 0.012212442854135872,
587
+ 0.011984126083306635,
588
+ 0.011493807086547295,
589
+ 0.011368154951880935,
590
+ 0.011250657913468872,
591
+ 0.010975380098500322,
592
+ 0.010877187471140179,
593
+ 0.01070607881742066,
594
+ 0.010579470510035218,
595
+ 0.010414306071182225,
596
+ 0.010370787088918648,
597
+ 0.010363830344121172,
598
+ 0.010299979050467513,
599
+ 0.010246356740594783,
600
+ 0.010083301364822985,
601
+ 0.010064481125576195,
602
+ 0.009955362046910445,
603
+ 0.009427678737367017,
604
+ 0.009327278670819086,
605
+ 0.009316753769664834,
606
+ 0.009141438427615936,
607
+ 0.00905450147255328,
608
+ 0.009031116462853815,
609
+ 0.00894349835879568,
610
+ 0.008887354295377736,
611
+ 0.008867698166465538,
612
+ 0.0087533089359766,
613
+ 0.008554434820832962,
614
+ 0.008552855504667603,
615
+ 0.008527761988933501,
616
+ 0.008508553353277604,
617
+ 0.00836574676290811,
618
+ 0.008323413845310988,
619
+ 0.00828846359780203,
620
+ 0.008285499264609692,
621
+ 0.008188505746208462,
622
+ 0.008047881217756696,
623
+ 0.007970787034847198,
624
+ 0.007739335641850588,
625
+ 0.0071914131766248855,
626
+ 0.007161325640869476,
627
+ 0.006701747113472477,
628
+ 0.006687214313053152,
629
+ 0.006636919345951714,
630
+ 0.006565380552610476,
631
+ 0.006415731857389659,
632
+ 0.006065718259387817,
633
+ 0.005834682775794168,
634
+ 0.005820985645439144,
635
+ 0.005797628769319627,
636
+ 0.005739169929854681,
637
+ 0.005719697306081867,
638
+ 0.005670900284169699,
639
+ 0.005600855046981109,
640
+ 0.005536241265725692,
641
+ 0.0053193217987474875,
642
+ 0.005263686051122105,
643
+ 0.005083212097738401,
644
+ 0.004871938510102783,
645
+ 0.0048206251010955254,
646
+ 0.004795069730610788,
647
+ 0.004794038260198654,
648
+ 0.004767768454396495,
649
+ 0.00465324524735249,
650
+ 0.004617265664455663,
651
+ 0.004525297000843941,
652
+ 0.004512159842203433,
653
+ 0.004509783166745513,
654
+ 0.004456485106745249,
655
+ 0.004296208984945527,
656
+ 0.00408693829462265,
657
+ 0.003932668760294378,
658
+ 0.0038659739981939155,
659
+ 0.003712595318718675,
660
+ 0.003629279573222247,
661
+ 0.0035241889024592377,
662
+ 0.003496512191483987,
663
+ 0.0034095659193964342,
664
+ 0.003402556989790838,
665
+ 0.0033162767187960044,
666
+ 0.0033037638804022996,
667
+ 0.0032731898554941466,
668
+ 0.0032445028178084197,
669
+ 0.0030997548353820675,
670
+ 0.0030270651757874794,
671
+ 0.0028402485050991154,
672
+ 0.0027718398004823834,
673
+ 0.002742397528314208,
674
+ 0.002684348887574098,
675
+ 0.002638140593419491,
676
+ 0.0025138261597573513,
677
+ 0.0024968993465981056,
678
+ 0.0024632777782110263,
679
+ 0.002375784456473979,
680
+ 0.002232298053950996,
681
+ 0.0021798583593817633,
682
+ 0.0021717149258054617,
683
+ 0.0021383768098304262,
684
+ 0.002121311406224181,
685
+ 0.0020238042671917467,
686
+ 0.0020007740770480254,
687
+ 0.0019094935510034642,
688
+ 0.0018737661813003894,
689
+ 0.0017727779930242396,
690
+ 0.0017576481134607778,
691
+ 0.0017480303982579737,
692
+ 0.001722791077973799,
693
+ 0.0016455586027743201,
694
+ 0.001601679721147596,
695
+ 0.0015953680180848047,
696
+ 0.0013672267907974445,
697
+ 0.0013571757102087312,
698
+ 0.0013377961923710273,
699
+ 0.00129723098863837,
700
+ 0.0012934184298282496,
701
+ 0.001291758943685958,
702
+ 0.0012514337981850295,
703
+ 0.0012080596354828168,
704
+ 0.0011590214896447985,
705
+ 0.0011473433928931992,
706
+ 0.001120305773359111,
707
+ 0.0011153278924230488,
708
+ 0.0009265978183754246,
709
+ 0.0008978934846303709,
710
+ 0.0008755314603911572,
711
+ 0.0008090394541734637,
712
+ 0.000768251339237199,
713
+ 0.0006623965099662241,
714
+ 0.0004658599065570109,
715
+ 0.0004117199846518929,
716
+ 0.00040407256184621707,
717
+ 0.0003443255720223732,
718
+ 0.00033673329704586206,
719
+ 0.0002593065305360648,
720
+ 0.0002570416855496695,
721
+ 0.00024382648583950518,
722
+ 0.0002291769305125169,
723
+ 0.00013531201748068244,
724
+ 6.98514771830542e-05,
725
+ 6.957437272338793e-08,
726
+ 1.0148514432146258e-15,
727
+ 3.4407132062722355e-16
728
+ ]
729
+ },
730
+ "cv_performance": {
731
+ "prediction": {
732
+ "accuracy": 77.33333333333333,
733
+ "precision": 75.13238626203967,
734
+ "recall": 98.6405529953917,
735
+ "f1": 85.15838714065951
736
+ },
737
+ "selection": {
738
+ "precision": 0.686510898562536,
739
+ "recall": 1.917808219178082,
740
+ "f1": 1.0110189828677876,
741
+ "jaccard": 0.5099608877374986
742
+ }
743
+ }
744
+ }
p3/regress/Huntingtons_Disease/significant_genes_condition_Polycystic_Ovary_Syndrome.json ADDED
@@ -0,0 +1,774 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "significant_genes": {
3
+ "Variable": [
4
+ "CTAG1A",
5
+ "BNIP3L",
6
+ "CAST",
7
+ "NDUFB11",
8
+ "FGF7P6",
9
+ "SART3",
10
+ "IFITM2",
11
+ "ZIC1",
12
+ "SLC35A3",
13
+ "RBM10",
14
+ "GABPB1-AS1",
15
+ "NEUROD2",
16
+ "RTF2",
17
+ "CCS",
18
+ "NIPA2",
19
+ "CYP2C19",
20
+ "NPEPL1",
21
+ "FAM187B",
22
+ "STX18",
23
+ "PPP1R10",
24
+ "MPV17L",
25
+ "PPM1L",
26
+ "ZUP1",
27
+ "CHP1",
28
+ "SOX15",
29
+ "ZNF662",
30
+ "SKIC3",
31
+ "CCP110",
32
+ "LMTK3",
33
+ "ZNF528",
34
+ "G3BP1",
35
+ "TPTE",
36
+ "UPK2",
37
+ "MEA1",
38
+ "SELENOM",
39
+ "KLHL14",
40
+ "TRIM48",
41
+ "RAB40C",
42
+ "FHIP1A",
43
+ "NEUROD1",
44
+ "TMEM40",
45
+ "NPY",
46
+ "MLNR",
47
+ "C17orf99",
48
+ "MGRN1",
49
+ "STX12",
50
+ "ATIC",
51
+ "LEMD2",
52
+ "ALKBH4",
53
+ "C15orf40",
54
+ "IGSF10",
55
+ "EIF4A2",
56
+ "PDCL",
57
+ "SFRP5",
58
+ "ZNF552",
59
+ "MIR4691",
60
+ "MARCHF10",
61
+ "AHCTF1P1",
62
+ "GTPBP10",
63
+ "TTYH1",
64
+ "TTI1",
65
+ "CAV1",
66
+ "ABLIM2",
67
+ "PPP5D1P",
68
+ "COL11A1",
69
+ "FBXL2",
70
+ "ZNF843",
71
+ "LAMP3",
72
+ "PDZD9",
73
+ "TLL1",
74
+ "IL13",
75
+ "MRFAP1",
76
+ "TRIR",
77
+ "TRMT12",
78
+ "FCER1G",
79
+ "ZKSCAN1",
80
+ "FAM161A",
81
+ "GAGE1",
82
+ "USP10",
83
+ "AQP7",
84
+ "CEP290",
85
+ "FIGN",
86
+ "ZBTB33",
87
+ "FAF2",
88
+ "GRIK1",
89
+ "FSCN2",
90
+ "NPM1P22",
91
+ "SLC43A2",
92
+ "RNF13",
93
+ "TENM4",
94
+ "COL11A2",
95
+ "ADGRG7",
96
+ "SRSF5",
97
+ "PYCR3",
98
+ "CTSE",
99
+ "WASF3",
100
+ "HSD11B2",
101
+ "ADIPOQ",
102
+ "CUTALP",
103
+ "METTL21EP",
104
+ "FCN2",
105
+ "FAM181A",
106
+ "SCARF1",
107
+ "CAPN11",
108
+ "CGNL1",
109
+ "MTMR10",
110
+ "B3GNT3",
111
+ "SOX17",
112
+ "NUP35",
113
+ "MYOZ2",
114
+ "LDOC1",
115
+ "NPR2",
116
+ "LRP5",
117
+ "PEX6",
118
+ "PTPN1",
119
+ "EDEM2",
120
+ "CPE",
121
+ "TUBB1",
122
+ "CAPZA1",
123
+ "L2HGDH",
124
+ "VGLL3",
125
+ "NCBP2AS2",
126
+ "FAM169A",
127
+ "MAB21L3",
128
+ "HHLA2",
129
+ "MSTO2P",
130
+ "GNG5",
131
+ "RBP5",
132
+ "FECH",
133
+ "ADAMTSL1",
134
+ "STN1",
135
+ "SFTA3",
136
+ "RASSF2",
137
+ "FBXO28",
138
+ "PYGB",
139
+ "MIR21",
140
+ "AURKC",
141
+ "TMEM123",
142
+ "TTTY7B",
143
+ "PAPSS1",
144
+ "OMA1",
145
+ "KCNJ1",
146
+ "CSTF1",
147
+ "KRTAP9-3",
148
+ "CENPQ",
149
+ "RENBP",
150
+ "TMEM92",
151
+ "EPHB2",
152
+ "NFATC4",
153
+ "MMUT",
154
+ "ITGA11",
155
+ "ZBTB24",
156
+ "CIMIP5",
157
+ "PTCHD4",
158
+ "HUWE1",
159
+ "CCR7",
160
+ "CD300LF",
161
+ "GCC2",
162
+ "GXYLT2",
163
+ "RN7SKP150",
164
+ "ANKRD27",
165
+ "ERGIC1",
166
+ "IGKV1-37",
167
+ "CDCA7L",
168
+ "SPAG8",
169
+ "KLRC4",
170
+ "CYP1B1-AS1",
171
+ "SCGB2B2",
172
+ "MIRLET7D",
173
+ "ZFAS1",
174
+ "PRSS30P",
175
+ "PDS5B",
176
+ "ALOX12B",
177
+ "MTSS2",
178
+ "TMEM262",
179
+ "HMGA1P4",
180
+ "SERPINF1",
181
+ "OR52K3P",
182
+ "SLC10A2",
183
+ "TAS2R41",
184
+ "KIF1B",
185
+ "ZNF28",
186
+ "SPEF1",
187
+ "CLINT1",
188
+ "MAP1LC3B2",
189
+ "FIRRM",
190
+ "ANXA2P1",
191
+ "FAM224A",
192
+ "DRG1",
193
+ "APOBEC3C",
194
+ "ABCA3",
195
+ "RFX6",
196
+ "GDA",
197
+ "MSRA",
198
+ "KRTAP4-2",
199
+ "EPHA3",
200
+ "KLK2",
201
+ "LRRC19",
202
+ "NDUFS8",
203
+ "VIP",
204
+ "C1S",
205
+ "MEPE",
206
+ "DGKQ",
207
+ "KDR",
208
+ "RCOR1",
209
+ "PHYH",
210
+ "SELENBP1",
211
+ "BCAT2",
212
+ "ZNF382",
213
+ "FAM20B",
214
+ "KISS1",
215
+ "PLCE1",
216
+ "ALLC",
217
+ "LRATD2",
218
+ "PRSS2",
219
+ "TJAP1",
220
+ "MAP2K4",
221
+ "TPGS2",
222
+ "ZNF281",
223
+ "XAB2",
224
+ "PGAP6",
225
+ "MATN4",
226
+ "CPN1",
227
+ "SLC25A3P1",
228
+ "NARF",
229
+ "NUDT11",
230
+ "XKRX",
231
+ "TRAJ20",
232
+ "ROPN1L",
233
+ "SLC13A1",
234
+ "RDH11",
235
+ "RSPO2",
236
+ "TMTC4",
237
+ "ZSCAN1",
238
+ "TPT1P8",
239
+ "TCF20",
240
+ "TSFM",
241
+ "GABRA6",
242
+ "SSUH2",
243
+ "LHCGR",
244
+ "MAMDC2",
245
+ "UBQLN4",
246
+ "IWS1",
247
+ "ZNF282",
248
+ "MIR7113",
249
+ "IGKV1D-37",
250
+ "TRAV36DV7",
251
+ "TRIM49D1",
252
+ "CTAG1B",
253
+ "TRIM49D2"
254
+ ],
255
+ "Coefficient": [
256
+ -0.11054531755516114,
257
+ 0.0814204374848076,
258
+ 0.07941894718971525,
259
+ -0.07898207044583025,
260
+ -0.07761178406493235,
261
+ 0.06113233074116666,
262
+ 0.059083848852846725,
263
+ 0.052229382397792554,
264
+ -0.05132060198777915,
265
+ -0.05109939148762206,
266
+ 0.04877272583862153,
267
+ 0.04313388260526935,
268
+ -0.04305290236384903,
269
+ -0.04247521183882154,
270
+ 0.03908642567277315,
271
+ -0.038536248512102904,
272
+ 0.03657158711119281,
273
+ -0.03457709849643279,
274
+ -0.03359263200700511,
275
+ 0.033194274992564915,
276
+ 0.0321174097560134,
277
+ 0.0318690410702602,
278
+ -0.031529958153606374,
279
+ 0.031171256673264175,
280
+ -0.03093198130719767,
281
+ 0.030001562232437978,
282
+ 0.029242245895222858,
283
+ -0.02816849321780259,
284
+ 0.027742013837447132,
285
+ 0.02716795756844928,
286
+ 0.025379725187627378,
287
+ -0.02516523666414413,
288
+ -0.025040954567062214,
289
+ -0.024976511391213138,
290
+ 0.024440453601252587,
291
+ 0.023995617443760497,
292
+ 0.023991998627098526,
293
+ 0.023633041135192177,
294
+ -0.02357147344845768,
295
+ -0.023264051035318516,
296
+ -0.02324948442689661,
297
+ -0.0225266378521819,
298
+ 0.022493071082650588,
299
+ 0.022202444344892807,
300
+ -0.021970153669610817,
301
+ 0.021727463606007632,
302
+ -0.020862156351085213,
303
+ -0.02059972057406186,
304
+ -0.020585676843879963,
305
+ -0.020555545169080078,
306
+ -0.02044130507569238,
307
+ 0.020434202666440488,
308
+ 0.020087018196149335,
309
+ -0.019949052458432516,
310
+ -0.01951073377819355,
311
+ -0.019350499798007265,
312
+ 0.019225357855699263,
313
+ 0.019117343681554478,
314
+ -0.01886786599855325,
315
+ 0.01821311806242899,
316
+ -0.018123810734547444,
317
+ -0.018038142685284978,
318
+ 0.017907187280652104,
319
+ 0.017850742191726634,
320
+ -0.017837938547362577,
321
+ -0.01754802362235227,
322
+ 0.017415754417607756,
323
+ 0.017340318956460807,
324
+ -0.01719295920600525,
325
+ -0.016447862484687846,
326
+ 0.016171134199335895,
327
+ 0.01594368546985144,
328
+ -0.015891007432214263,
329
+ 0.015467257605146143,
330
+ 0.015441302235800704,
331
+ 0.014831769361732333,
332
+ -0.01479160141261793,
333
+ 0.014629267315792921,
334
+ 0.014505675285321163,
335
+ 0.014421603681385965,
336
+ 0.014418008853092213,
337
+ 0.014353510192580365,
338
+ -0.014331843271128526,
339
+ 0.014254181975190372,
340
+ 0.01399011256773641,
341
+ -0.01316036132161503,
342
+ -0.013082498558738704,
343
+ 0.012896746326252656,
344
+ 0.012190148730884268,
345
+ 0.01217126717156192,
346
+ -0.012118849528881141,
347
+ 0.012051448993585397,
348
+ -0.012041071707224373,
349
+ 0.011894084007338207,
350
+ 0.011851470692529788,
351
+ -0.01169588155188561,
352
+ -0.011420138390131878,
353
+ 0.011392424311189846,
354
+ 0.011348323140632,
355
+ 0.011187399413913347,
356
+ 0.01112733326125335,
357
+ -0.011029161176444906,
358
+ 0.010755649917176185,
359
+ -0.010615688831566744,
360
+ 0.010505619384174755,
361
+ -0.010491221211503005,
362
+ 0.010296534496661179,
363
+ 0.010255260826287404,
364
+ -0.010197755593972334,
365
+ 0.010097982129002243,
366
+ 0.01000461964639411,
367
+ -0.009970418252392312,
368
+ 0.009933276176170167,
369
+ 0.009683474508330105,
370
+ 0.009678841591468848,
371
+ 0.009591575897709021,
372
+ -0.009514528348757302,
373
+ 0.00946214731474379,
374
+ -0.009411836730525406,
375
+ -0.009277978590250091,
376
+ -0.009206353876974351,
377
+ -0.009200996735849445,
378
+ 0.009149125204997811,
379
+ -0.009070078413301624,
380
+ -0.009067378169361174,
381
+ 0.009061479753954823,
382
+ 0.009058857098419193,
383
+ -0.008759859281804058,
384
+ 0.00856321758240085,
385
+ -0.008526100047672137,
386
+ 0.00852000601208931,
387
+ 0.008493601766612114,
388
+ 0.008464152551880813,
389
+ -0.008316352568039793,
390
+ 0.008185357694144278,
391
+ 0.008094063381935437,
392
+ -0.007817947853914462,
393
+ -0.007658589363693602,
394
+ -0.007590008405822764,
395
+ 0.007573812648830051,
396
+ -0.007555589097871789,
397
+ -0.00745732889843479,
398
+ -0.007306298181101411,
399
+ -0.007231015636058725,
400
+ -0.0070701356034532726,
401
+ 0.007052762714073213,
402
+ -0.006764120990168537,
403
+ -0.006689682076609737,
404
+ -0.006666696157776776,
405
+ 0.006643044063782707,
406
+ 0.006610696340284668,
407
+ 0.006600619447472753,
408
+ 0.006345535704738868,
409
+ 0.006264445688219552,
410
+ 0.006112374574778394,
411
+ 0.0060742249793245265,
412
+ -0.006010271439416755,
413
+ 0.00596997282453918,
414
+ 0.0059109720404003155,
415
+ -0.005798976810557449,
416
+ -0.0057915549012994725,
417
+ 0.005527243771469402,
418
+ -0.005514127333658151,
419
+ -0.005407452777559486,
420
+ 0.005371764864255921,
421
+ 0.005201401505189634,
422
+ -0.005101238803216394,
423
+ -0.005067439205164686,
424
+ -0.004859472484248594,
425
+ -0.0047976800547520175,
426
+ -0.004464557555874487,
427
+ -0.004456489219444096,
428
+ -0.00433422488378872,
429
+ 0.004302269384064564,
430
+ -0.004301475414882023,
431
+ -0.004267372439073168,
432
+ 0.004266693159872333,
433
+ -0.004158027656211085,
434
+ -0.004125387155653103,
435
+ -0.004084053884317329,
436
+ 0.003970415183473292,
437
+ 0.003967384904351354,
438
+ -0.0038257639964480203,
439
+ 0.0038092149216153483,
440
+ 0.0037775217770695843,
441
+ -0.0036073570637057887,
442
+ -0.0032823573477274988,
443
+ -0.003231156281838488,
444
+ -0.003227925598463283,
445
+ 0.003201386481829883,
446
+ 0.0031398651177283374,
447
+ -0.003026727362069863,
448
+ -0.0030116244156591543,
449
+ 0.0029989490303108626,
450
+ -0.002774077203177051,
451
+ -0.0027085646361087595,
452
+ -0.002580823970852922,
453
+ 0.0025787719324080766,
454
+ -0.0024126761418181452,
455
+ 0.00239649326248473,
456
+ -0.002182854462220299,
457
+ -0.002160229240179659,
458
+ 0.002153690228861448,
459
+ 0.0021346581499356106,
460
+ -0.002103868046866273,
461
+ 0.00209978495185099,
462
+ 0.0019427277135354894,
463
+ 0.001895152153875094,
464
+ 0.001877541288331612,
465
+ -0.0018676895773126554,
466
+ 0.001833562972851775,
467
+ 0.0017875872969626636,
468
+ -0.001768064604423067,
469
+ -0.0017464601745431376,
470
+ 0.0017300926005257638,
471
+ -0.001589461536130022,
472
+ -0.0015234611925753205,
473
+ 0.001449083531853684,
474
+ 0.001435650257256242,
475
+ -0.0014337588339825682,
476
+ 0.0013759351172070702,
477
+ 0.0013532462379082589,
478
+ -0.0013217128238773427,
479
+ -0.0011913946530246614,
480
+ 0.0011454857085861812,
481
+ -0.001087311906212531,
482
+ -0.0009291056747423829,
483
+ -0.0007985597341192809,
484
+ 0.0007596133261918682,
485
+ 0.0007447458279625077,
486
+ -0.000567506550263099,
487
+ -0.000521225946627174,
488
+ 0.00044964469732936235,
489
+ -0.0004057013144496684,
490
+ 0.0004023427987555902,
491
+ -0.00029465755863203455,
492
+ 0.0002822301680370499,
493
+ -0.00025360350124642493,
494
+ -0.00020706422176052986,
495
+ -0.0001637037238573155,
496
+ -8.834641938032516e-05,
497
+ 7.169325399675701e-05,
498
+ 1.3536994948908376e-05,
499
+ -9.565261922318073e-07,
500
+ -6.84596774766107e-16,
501
+ -3.236520205047126e-16,
502
+ -1.1151138749539015e-16,
503
+ 7.654180764486212e-17,
504
+ -7.165095731611693e-17,
505
+ 2.4454251643725917e-19
506
+ ],
507
+ "Absolute Coefficient": [
508
+ 0.11054531755516114,
509
+ 0.0814204374848076,
510
+ 0.07941894718971525,
511
+ 0.07898207044583025,
512
+ 0.07761178406493235,
513
+ 0.06113233074116666,
514
+ 0.059083848852846725,
515
+ 0.052229382397792554,
516
+ 0.05132060198777915,
517
+ 0.05109939148762206,
518
+ 0.04877272583862153,
519
+ 0.04313388260526935,
520
+ 0.04305290236384903,
521
+ 0.04247521183882154,
522
+ 0.03908642567277315,
523
+ 0.038536248512102904,
524
+ 0.03657158711119281,
525
+ 0.03457709849643279,
526
+ 0.03359263200700511,
527
+ 0.033194274992564915,
528
+ 0.0321174097560134,
529
+ 0.0318690410702602,
530
+ 0.031529958153606374,
531
+ 0.031171256673264175,
532
+ 0.03093198130719767,
533
+ 0.030001562232437978,
534
+ 0.029242245895222858,
535
+ 0.02816849321780259,
536
+ 0.027742013837447132,
537
+ 0.02716795756844928,
538
+ 0.025379725187627378,
539
+ 0.02516523666414413,
540
+ 0.025040954567062214,
541
+ 0.024976511391213138,
542
+ 0.024440453601252587,
543
+ 0.023995617443760497,
544
+ 0.023991998627098526,
545
+ 0.023633041135192177,
546
+ 0.02357147344845768,
547
+ 0.023264051035318516,
548
+ 0.02324948442689661,
549
+ 0.0225266378521819,
550
+ 0.022493071082650588,
551
+ 0.022202444344892807,
552
+ 0.021970153669610817,
553
+ 0.021727463606007632,
554
+ 0.020862156351085213,
555
+ 0.02059972057406186,
556
+ 0.020585676843879963,
557
+ 0.020555545169080078,
558
+ 0.02044130507569238,
559
+ 0.020434202666440488,
560
+ 0.020087018196149335,
561
+ 0.019949052458432516,
562
+ 0.01951073377819355,
563
+ 0.019350499798007265,
564
+ 0.019225357855699263,
565
+ 0.019117343681554478,
566
+ 0.01886786599855325,
567
+ 0.01821311806242899,
568
+ 0.018123810734547444,
569
+ 0.018038142685284978,
570
+ 0.017907187280652104,
571
+ 0.017850742191726634,
572
+ 0.017837938547362577,
573
+ 0.01754802362235227,
574
+ 0.017415754417607756,
575
+ 0.017340318956460807,
576
+ 0.01719295920600525,
577
+ 0.016447862484687846,
578
+ 0.016171134199335895,
579
+ 0.01594368546985144,
580
+ 0.015891007432214263,
581
+ 0.015467257605146143,
582
+ 0.015441302235800704,
583
+ 0.014831769361732333,
584
+ 0.01479160141261793,
585
+ 0.014629267315792921,
586
+ 0.014505675285321163,
587
+ 0.014421603681385965,
588
+ 0.014418008853092213,
589
+ 0.014353510192580365,
590
+ 0.014331843271128526,
591
+ 0.014254181975190372,
592
+ 0.01399011256773641,
593
+ 0.01316036132161503,
594
+ 0.013082498558738704,
595
+ 0.012896746326252656,
596
+ 0.012190148730884268,
597
+ 0.01217126717156192,
598
+ 0.012118849528881141,
599
+ 0.012051448993585397,
600
+ 0.012041071707224373,
601
+ 0.011894084007338207,
602
+ 0.011851470692529788,
603
+ 0.01169588155188561,
604
+ 0.011420138390131878,
605
+ 0.011392424311189846,
606
+ 0.011348323140632,
607
+ 0.011187399413913347,
608
+ 0.01112733326125335,
609
+ 0.011029161176444906,
610
+ 0.010755649917176185,
611
+ 0.010615688831566744,
612
+ 0.010505619384174755,
613
+ 0.010491221211503005,
614
+ 0.010296534496661179,
615
+ 0.010255260826287404,
616
+ 0.010197755593972334,
617
+ 0.010097982129002243,
618
+ 0.01000461964639411,
619
+ 0.009970418252392312,
620
+ 0.009933276176170167,
621
+ 0.009683474508330105,
622
+ 0.009678841591468848,
623
+ 0.009591575897709021,
624
+ 0.009514528348757302,
625
+ 0.00946214731474379,
626
+ 0.009411836730525406,
627
+ 0.009277978590250091,
628
+ 0.009206353876974351,
629
+ 0.009200996735849445,
630
+ 0.009149125204997811,
631
+ 0.009070078413301624,
632
+ 0.009067378169361174,
633
+ 0.009061479753954823,
634
+ 0.009058857098419193,
635
+ 0.008759859281804058,
636
+ 0.00856321758240085,
637
+ 0.008526100047672137,
638
+ 0.00852000601208931,
639
+ 0.008493601766612114,
640
+ 0.008464152551880813,
641
+ 0.008316352568039793,
642
+ 0.008185357694144278,
643
+ 0.008094063381935437,
644
+ 0.007817947853914462,
645
+ 0.007658589363693602,
646
+ 0.007590008405822764,
647
+ 0.007573812648830051,
648
+ 0.007555589097871789,
649
+ 0.00745732889843479,
650
+ 0.007306298181101411,
651
+ 0.007231015636058725,
652
+ 0.0070701356034532726,
653
+ 0.007052762714073213,
654
+ 0.006764120990168537,
655
+ 0.006689682076609737,
656
+ 0.006666696157776776,
657
+ 0.006643044063782707,
658
+ 0.006610696340284668,
659
+ 0.006600619447472753,
660
+ 0.006345535704738868,
661
+ 0.006264445688219552,
662
+ 0.006112374574778394,
663
+ 0.0060742249793245265,
664
+ 0.006010271439416755,
665
+ 0.00596997282453918,
666
+ 0.0059109720404003155,
667
+ 0.005798976810557449,
668
+ 0.0057915549012994725,
669
+ 0.005527243771469402,
670
+ 0.005514127333658151,
671
+ 0.005407452777559486,
672
+ 0.005371764864255921,
673
+ 0.005201401505189634,
674
+ 0.005101238803216394,
675
+ 0.005067439205164686,
676
+ 0.004859472484248594,
677
+ 0.0047976800547520175,
678
+ 0.004464557555874487,
679
+ 0.004456489219444096,
680
+ 0.00433422488378872,
681
+ 0.004302269384064564,
682
+ 0.004301475414882023,
683
+ 0.004267372439073168,
684
+ 0.004266693159872333,
685
+ 0.004158027656211085,
686
+ 0.004125387155653103,
687
+ 0.004084053884317329,
688
+ 0.003970415183473292,
689
+ 0.003967384904351354,
690
+ 0.0038257639964480203,
691
+ 0.0038092149216153483,
692
+ 0.0037775217770695843,
693
+ 0.0036073570637057887,
694
+ 0.0032823573477274988,
695
+ 0.003231156281838488,
696
+ 0.003227925598463283,
697
+ 0.003201386481829883,
698
+ 0.0031398651177283374,
699
+ 0.003026727362069863,
700
+ 0.0030116244156591543,
701
+ 0.0029989490303108626,
702
+ 0.002774077203177051,
703
+ 0.0027085646361087595,
704
+ 0.002580823970852922,
705
+ 0.0025787719324080766,
706
+ 0.0024126761418181452,
707
+ 0.00239649326248473,
708
+ 0.002182854462220299,
709
+ 0.002160229240179659,
710
+ 0.002153690228861448,
711
+ 0.0021346581499356106,
712
+ 0.002103868046866273,
713
+ 0.00209978495185099,
714
+ 0.0019427277135354894,
715
+ 0.001895152153875094,
716
+ 0.001877541288331612,
717
+ 0.0018676895773126554,
718
+ 0.001833562972851775,
719
+ 0.0017875872969626636,
720
+ 0.001768064604423067,
721
+ 0.0017464601745431376,
722
+ 0.0017300926005257638,
723
+ 0.001589461536130022,
724
+ 0.0015234611925753205,
725
+ 0.001449083531853684,
726
+ 0.001435650257256242,
727
+ 0.0014337588339825682,
728
+ 0.0013759351172070702,
729
+ 0.0013532462379082589,
730
+ 0.0013217128238773427,
731
+ 0.0011913946530246614,
732
+ 0.0011454857085861812,
733
+ 0.001087311906212531,
734
+ 0.0009291056747423829,
735
+ 0.0007985597341192809,
736
+ 0.0007596133261918682,
737
+ 0.0007447458279625077,
738
+ 0.000567506550263099,
739
+ 0.000521225946627174,
740
+ 0.00044964469732936235,
741
+ 0.0004057013144496684,
742
+ 0.0004023427987555902,
743
+ 0.00029465755863203455,
744
+ 0.0002822301680370499,
745
+ 0.00025360350124642493,
746
+ 0.00020706422176052986,
747
+ 0.0001637037238573155,
748
+ 8.834641938032516e-05,
749
+ 7.169325399675701e-05,
750
+ 1.3536994948908376e-05,
751
+ 9.565261922318073e-07,
752
+ 6.84596774766107e-16,
753
+ 3.236520205047126e-16,
754
+ 1.1151138749539015e-16,
755
+ 7.654180764486212e-17,
756
+ 7.165095731611693e-17,
757
+ 2.4454251643725917e-19
758
+ ]
759
+ },
760
+ "cv_performance": {
761
+ "prediction": {
762
+ "accuracy": 76.44444444444443,
763
+ "precision": 74.44072153986475,
764
+ "recall": 98.6405529953917,
765
+ "f1": 84.69654403567446
766
+ },
767
+ "selection": {
768
+ "precision": 0.6817663270776425,
769
+ "recall": 1.917808219178082,
770
+ "f1": 1.0058557567418025,
771
+ "jaccard": 0.5057846010138923
772
+ }
773
+ }
774
+ }
p3/regress/Huntingtons_Disease/significant_genes_condition_Post-Traumatic_Stress_Disorder.json ADDED
@@ -0,0 +1,774 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "significant_genes": {
3
+ "Variable": [
4
+ "CTAG1A",
5
+ "FGF7P6",
6
+ "NDUFB11",
7
+ "RBM10",
8
+ "SLC35A3",
9
+ "BNIP3L",
10
+ "CAST",
11
+ "LMTK3",
12
+ "FBXL2",
13
+ "SKIC3",
14
+ "ZIC1",
15
+ "C15orf40",
16
+ "CAV1",
17
+ "FHIP1A",
18
+ "MARCHF10",
19
+ "TTYH1",
20
+ "IGKV1-37",
21
+ "SOX15",
22
+ "GABPB1-AS1",
23
+ "ZNF662",
24
+ "MPV17L",
25
+ "TTI1",
26
+ "USP10",
27
+ "FAM187B",
28
+ "SART3",
29
+ "SFRP5",
30
+ "NEUROD2",
31
+ "ZNF528",
32
+ "PPM1L",
33
+ "ABLIM2",
34
+ "COL11A1",
35
+ "NIPA2",
36
+ "ZNF552",
37
+ "RTF2",
38
+ "PDCL",
39
+ "KLHL14",
40
+ "FAM169A",
41
+ "CSTF1",
42
+ "FIGN",
43
+ "LHCGR",
44
+ "CHP1",
45
+ "CCS",
46
+ "IFITM2",
47
+ "C17orf99",
48
+ "NPEPL1",
49
+ "TENM4",
50
+ "AHCTF1P1",
51
+ "GNG5",
52
+ "SELENOM",
53
+ "RASSF2",
54
+ "CYP2C19",
55
+ "HHLA2",
56
+ "ADAMTSL1",
57
+ "KDR",
58
+ "GTPBP10",
59
+ "METTL21EP",
60
+ "MLNR",
61
+ "SLC43A2",
62
+ "MIR21",
63
+ "LEMD2",
64
+ "GXYLT2",
65
+ "MAB21L3",
66
+ "PHYH",
67
+ "IGSF10",
68
+ "NPY",
69
+ "COL11A2",
70
+ "RAB40C",
71
+ "B3GNT3",
72
+ "RN7SKP150",
73
+ "SCARF1",
74
+ "KCNJ1",
75
+ "PYCR3",
76
+ "ADGRG7",
77
+ "CGNL1",
78
+ "CCR7",
79
+ "ZNF843",
80
+ "PPP1R10",
81
+ "MGRN1",
82
+ "STX18",
83
+ "TRMT12",
84
+ "SLC25A15",
85
+ "FAF2",
86
+ "CAPN11",
87
+ "PTPN1",
88
+ "FBXO28",
89
+ "AURKC",
90
+ "RAB5B",
91
+ "MEA1",
92
+ "PAX7",
93
+ "ALKBH4",
94
+ "IGLV1-44",
95
+ "CD300LF",
96
+ "CEP290",
97
+ "LDOC1",
98
+ "STX12",
99
+ "L2HGDH",
100
+ "NDUFA8",
101
+ "AQP7",
102
+ "MIR4691",
103
+ "TMEM40",
104
+ "CUTALP",
105
+ "DRG1",
106
+ "GRIK1",
107
+ "GDA",
108
+ "PPP5D1P",
109
+ "SETX",
110
+ "TMEM262",
111
+ "TCF7L1",
112
+ "CYP1B1-AS1",
113
+ "NCBP2AS2",
114
+ "TUBB1",
115
+ "FBN3",
116
+ "EIF4A2",
117
+ "RNF13",
118
+ "NUP35",
119
+ "ZUP1",
120
+ "ERGIC1",
121
+ "FAM181A",
122
+ "PDPR",
123
+ "TPTE",
124
+ "PDZD9",
125
+ "XPA",
126
+ "ADIPOQ",
127
+ "NEUROD1",
128
+ "FSCN2",
129
+ "FOXA2",
130
+ "SYNPO2L",
131
+ "SUGP1",
132
+ "MMUT",
133
+ "NBL1",
134
+ "MSTO2P",
135
+ "PYGB",
136
+ "SLC39A11",
137
+ "TMEM220",
138
+ "SCGB2B2",
139
+ "HMGA1P4",
140
+ "IDI2",
141
+ "DDX17",
142
+ "GAGE1",
143
+ "IL13",
144
+ "MTMR10",
145
+ "CPE",
146
+ "KISS1",
147
+ "TYMP",
148
+ "TTTY7B",
149
+ "OMA1",
150
+ "PGAP6",
151
+ "CCP110",
152
+ "ZSCAN1",
153
+ "FRMPD2",
154
+ "RPS6KA6",
155
+ "TRBV5-2",
156
+ "TAS2R41",
157
+ "ZBTB24",
158
+ "DNAI1",
159
+ "ZNF28",
160
+ "SDHAF4",
161
+ "ZNF281",
162
+ "SPAG8",
163
+ "GJB3",
164
+ "EPHB2",
165
+ "LRRC19",
166
+ "LRATD2",
167
+ "H2BC13",
168
+ "PACRGL",
169
+ "FCN2",
170
+ "PFDN4",
171
+ "RFX6",
172
+ "ZNF596",
173
+ "XAB2",
174
+ "FCER1G",
175
+ "SLC33A1",
176
+ "PRSS59P",
177
+ "MED6",
178
+ "MRM1",
179
+ "VWA5A",
180
+ "SFTA3",
181
+ "ZNF7",
182
+ "TRIM48",
183
+ "G3BP1",
184
+ "FICD",
185
+ "PTCHD4",
186
+ "ALAS2",
187
+ "NEDD4",
188
+ "MRFAP1",
189
+ "XG",
190
+ "CCDC154",
191
+ "TRAJ20",
192
+ "TAS2R50",
193
+ "BCAT2",
194
+ "MIR205",
195
+ "PRR30",
196
+ "MOGS",
197
+ "SLC7A14",
198
+ "PTGES",
199
+ "EPHA3",
200
+ "UPK2",
201
+ "CYTH4",
202
+ "USPL1",
203
+ "ACVRL1",
204
+ "NFATC4",
205
+ "NDUFS8",
206
+ "CENPQ",
207
+ "LAMP3",
208
+ "PRKCA",
209
+ "HMGCLL1",
210
+ "TMEM123",
211
+ "SPOP",
212
+ "XKRX",
213
+ "KCNK12",
214
+ "TWIST1",
215
+ "ATIC",
216
+ "PDE7B",
217
+ "BBS9",
218
+ "ALLC",
219
+ "PDE6D",
220
+ "NPM1P22",
221
+ "RDH11",
222
+ "HSD11B2",
223
+ "PRSS2",
224
+ "DNAJC14",
225
+ "FAM224A",
226
+ "ANKRD27",
227
+ "C3AR1",
228
+ "CIMIP5",
229
+ "MTNR1A",
230
+ "HCRT",
231
+ "KIF1B",
232
+ "TMTC4",
233
+ "QRICH1",
234
+ "HPR",
235
+ "SNHG10",
236
+ "SMR3A",
237
+ "KLRC4",
238
+ "PPP1R17",
239
+ "FKBP8",
240
+ "OR52K3P",
241
+ "RCOR1",
242
+ "ADAM20",
243
+ "PLCE1",
244
+ "RENBP",
245
+ "RBAKDN",
246
+ "CT45A1",
247
+ "MIR7113",
248
+ "SMARCD2",
249
+ "TRIR",
250
+ "IGKV1D-37",
251
+ "FRMPD2B",
252
+ "CTAG1B",
253
+ "TRAV36DV7"
254
+ ],
255
+ "Coefficient": [
256
+ -0.08594752393929724,
257
+ -0.08344465051736125,
258
+ -0.07534231487373082,
259
+ -0.06757999680224706,
260
+ -0.06249484145237552,
261
+ 0.06186356344387433,
262
+ 0.06120358866028977,
263
+ 0.051625093347109886,
264
+ -0.04349318649323256,
265
+ 0.04215020939263788,
266
+ 0.042018802048339375,
267
+ -0.041340689207087576,
268
+ -0.04067340191189188,
269
+ -0.04028187390454576,
270
+ 0.039862728742967174,
271
+ 0.03985966559414339,
272
+ -0.03972868567035203,
273
+ -0.03963809706982883,
274
+ 0.03799296998594126,
275
+ 0.03756605410984056,
276
+ 0.03549281900020597,
277
+ -0.035489689950796606,
278
+ 0.03540938716762222,
279
+ -0.03498928784959966,
280
+ 0.03349346665577235,
281
+ -0.03309924567895506,
282
+ 0.03305510573287135,
283
+ 0.032395996501033766,
284
+ 0.03202426049901832,
285
+ 0.03149276808990884,
286
+ -0.030554560859504917,
287
+ 0.030462447257306836,
288
+ -0.030103095020479045,
289
+ -0.02932821115119027,
290
+ 0.029076775029014807,
291
+ 0.028792925896846355,
292
+ 0.02760971728171781,
293
+ -0.027430616629362144,
294
+ 0.026841779041004737,
295
+ -0.026284218251685643,
296
+ 0.02581392849942128,
297
+ -0.025068789245262284,
298
+ 0.024980366148670788,
299
+ 0.02475104320581956,
300
+ 0.023930379427626932,
301
+ 0.023703553825902605,
302
+ 0.02363659936585039,
303
+ 0.023161080075181778,
304
+ 0.022357765776951886,
305
+ 0.02210300253093874,
306
+ -0.021418453592324197,
307
+ -0.02132494782176179,
308
+ -0.021028745440932455,
309
+ 0.020992175535640242,
310
+ -0.020916106597956376,
311
+ 0.020912745979472045,
312
+ 0.020564009965269046,
313
+ 0.020225384552790895,
314
+ 0.020190264971103045,
315
+ -0.01971326930350088,
316
+ 0.01944357266242023,
317
+ -0.019372609426691265,
318
+ 0.019208414497334597,
319
+ -0.01893232077234536,
320
+ -0.01889574021581989,
321
+ -0.01881775965664757,
322
+ 0.018388747602090305,
323
+ 0.018280505442116162,
324
+ -0.018056897389932304,
325
+ 0.01787058623196186,
326
+ -0.017791810615268258,
327
+ 0.01751007946795143,
328
+ 0.01735348872575509,
329
+ 0.017008267254321544,
330
+ 0.016412565085862064,
331
+ 0.016378423136708307,
332
+ 0.015931572549747298,
333
+ -0.015819688903571074,
334
+ -0.01559538578827313,
335
+ 0.01558892699287658,
336
+ 0.015581296890064048,
337
+ 0.015535386360447233,
338
+ -0.015506990369169978,
339
+ 0.015309428795892293,
340
+ -0.015121530610015687,
341
+ -0.014897253818569536,
342
+ 0.014678305661218779,
343
+ -0.014589293415028484,
344
+ -0.014588179971013757,
345
+ -0.014321348892919361,
346
+ 0.014321221968439156,
347
+ -0.014159228528156645,
348
+ 0.014147575135081187,
349
+ 0.014130393436820562,
350
+ 0.013716877595578702,
351
+ -0.01361641229822018,
352
+ -0.013602025583524474,
353
+ 0.012890297494630476,
354
+ -0.012830118063892068,
355
+ -0.012798994572665463,
356
+ 0.01274158446586267,
357
+ -0.012130804871745485,
358
+ 0.012122643564849036,
359
+ -0.01197048916437117,
360
+ 0.011725091430220583,
361
+ 0.011507546869444614,
362
+ -0.011010127541409611,
363
+ -0.010978691399440554,
364
+ -0.010965147383134383,
365
+ -0.010640324650509863,
366
+ 0.010451237731740875,
367
+ 0.010425576908491236,
368
+ 0.010366368264437825,
369
+ 0.010312394771782814,
370
+ -0.010194986014608186,
371
+ -0.009986322868239614,
372
+ 0.009820892728642538,
373
+ -0.009700557976073113,
374
+ 0.009657831747523703,
375
+ -0.009572005392891492,
376
+ -0.009355255439769655,
377
+ 0.009138271683957427,
378
+ 0.009092973724031003,
379
+ -0.0090583992415769,
380
+ -0.008980078715801993,
381
+ -0.008662776358042516,
382
+ 0.008505949083039971,
383
+ 0.007560376998157708,
384
+ 0.007399827506041118,
385
+ 0.007368200879688833,
386
+ 0.007314901128877639,
387
+ 0.007308280255958577,
388
+ 0.007144419312897202,
389
+ 0.00699302017814604,
390
+ -0.0069875603924168354,
391
+ -0.0069422649574963045,
392
+ 0.006719753863688942,
393
+ 0.006669880675861832,
394
+ 0.006647990291201244,
395
+ 0.006458930748859969,
396
+ -0.006454458414182254,
397
+ -0.006219743626914774,
398
+ 0.006217049752541341,
399
+ 0.006189157834097456,
400
+ -0.006111420421684149,
401
+ -0.00591299669481431,
402
+ 0.005816030387093794,
403
+ -0.005625812166706328,
404
+ -0.005569016665165087,
405
+ 0.005531859715195645,
406
+ 0.005419200842079022,
407
+ 0.005249292638488674,
408
+ -0.005125670926540368,
409
+ 0.0050713963654297756,
410
+ -0.005052683289463899,
411
+ 0.005021791461056526,
412
+ 0.005020766562396619,
413
+ 0.004765843834239436,
414
+ 0.004472069411366405,
415
+ -0.004434979444911409,
416
+ -0.0044059430598955675,
417
+ 0.004269966305447798,
418
+ -0.004178856748520534,
419
+ -0.004165068038218314,
420
+ -0.003840498285415311,
421
+ 0.0038096507409942316,
422
+ -0.0037726035644157128,
423
+ -0.0037723124741644957,
424
+ 0.003770299723433323,
425
+ -0.0037101323417479165,
426
+ 0.003678506911743141,
427
+ 0.003500350000529343,
428
+ -0.003415951796703785,
429
+ -0.003385229730977369,
430
+ 0.0033768103398790763,
431
+ 0.0033570218651815696,
432
+ 0.0033325928938233583,
433
+ -0.003275502672879193,
434
+ 0.0030894461349197234,
435
+ 0.0029819768081555645,
436
+ 0.0029186322723024267,
437
+ 0.00283991388906887,
438
+ -0.00278158984532032,
439
+ 0.0027715588132629218,
440
+ 0.0026579713671428195,
441
+ -0.002654521174139303,
442
+ -0.002654110864188465,
443
+ -0.0026316835786120043,
444
+ 0.0025991222147658645,
445
+ 0.002404299965027384,
446
+ 0.0023879017976935184,
447
+ -0.0023416998791250033,
448
+ 0.0023135082611740227,
449
+ 0.002311875750349328,
450
+ -0.002093614443322409,
451
+ -0.0019542747451710084,
452
+ -0.001950778951189163,
453
+ 0.0018123233957596128,
454
+ 0.0017905964292523567,
455
+ -0.0017467248624429249,
456
+ -0.0016837791498135058,
457
+ -0.0014660790107723204,
458
+ -0.0014414370541205002,
459
+ 0.0014235772294252165,
460
+ -0.0013881541925448715,
461
+ 0.0013819395206252525,
462
+ -0.0013471937049780393,
463
+ -0.0013382289962063211,
464
+ -0.0012979681168521428,
465
+ -0.001246298577105764,
466
+ -0.0011654986840851818,
467
+ -0.0011399185643773643,
468
+ -0.0011158042776434412,
469
+ 0.0010899100495870772,
470
+ -0.0010427143972339002,
471
+ -0.0010159529167607056,
472
+ -0.0008949061045237383,
473
+ -0.0008141969170831672,
474
+ -0.0007781817434755734,
475
+ 0.0007712492778260122,
476
+ -0.0007597983347715047,
477
+ -0.0006446541072236264,
478
+ -0.0006057703338861074,
479
+ -0.0005981784450076977,
480
+ 0.0005513931335223184,
481
+ 0.00047298227895454197,
482
+ -0.0004684581657574252,
483
+ 0.00045127955944546485,
484
+ 0.0004015881272317186,
485
+ 0.0003383239381273076,
486
+ -0.00025449895638375667,
487
+ 0.00025303852039653633,
488
+ 0.00024772309565088553,
489
+ 0.0002472969944323522,
490
+ -0.00020442818987200984,
491
+ -0.00020358249635062464,
492
+ -0.0001586958180354879,
493
+ -0.00014656449186031549,
494
+ -0.00010225320062131513,
495
+ 9.884908337850782e-05,
496
+ 9.564530407283411e-05,
497
+ -5.898914820929676e-05,
498
+ -4.14060237274348e-05,
499
+ -2.5075688185088288e-05,
500
+ -6.894597598800909e-06,
501
+ -1.4033955519102837e-08,
502
+ -9.133662988931632e-16,
503
+ 6.624656770285349e-16,
504
+ -9.965107544818311e-17,
505
+ -7.898723280923469e-17
506
+ ],
507
+ "Absolute Coefficient": [
508
+ 0.08594752393929724,
509
+ 0.08344465051736125,
510
+ 0.07534231487373082,
511
+ 0.06757999680224706,
512
+ 0.06249484145237552,
513
+ 0.06186356344387433,
514
+ 0.06120358866028977,
515
+ 0.051625093347109886,
516
+ 0.04349318649323256,
517
+ 0.04215020939263788,
518
+ 0.042018802048339375,
519
+ 0.041340689207087576,
520
+ 0.04067340191189188,
521
+ 0.04028187390454576,
522
+ 0.039862728742967174,
523
+ 0.03985966559414339,
524
+ 0.03972868567035203,
525
+ 0.03963809706982883,
526
+ 0.03799296998594126,
527
+ 0.03756605410984056,
528
+ 0.03549281900020597,
529
+ 0.035489689950796606,
530
+ 0.03540938716762222,
531
+ 0.03498928784959966,
532
+ 0.03349346665577235,
533
+ 0.03309924567895506,
534
+ 0.03305510573287135,
535
+ 0.032395996501033766,
536
+ 0.03202426049901832,
537
+ 0.03149276808990884,
538
+ 0.030554560859504917,
539
+ 0.030462447257306836,
540
+ 0.030103095020479045,
541
+ 0.02932821115119027,
542
+ 0.029076775029014807,
543
+ 0.028792925896846355,
544
+ 0.02760971728171781,
545
+ 0.027430616629362144,
546
+ 0.026841779041004737,
547
+ 0.026284218251685643,
548
+ 0.02581392849942128,
549
+ 0.025068789245262284,
550
+ 0.024980366148670788,
551
+ 0.02475104320581956,
552
+ 0.023930379427626932,
553
+ 0.023703553825902605,
554
+ 0.02363659936585039,
555
+ 0.023161080075181778,
556
+ 0.022357765776951886,
557
+ 0.02210300253093874,
558
+ 0.021418453592324197,
559
+ 0.02132494782176179,
560
+ 0.021028745440932455,
561
+ 0.020992175535640242,
562
+ 0.020916106597956376,
563
+ 0.020912745979472045,
564
+ 0.020564009965269046,
565
+ 0.020225384552790895,
566
+ 0.020190264971103045,
567
+ 0.01971326930350088,
568
+ 0.01944357266242023,
569
+ 0.019372609426691265,
570
+ 0.019208414497334597,
571
+ 0.01893232077234536,
572
+ 0.01889574021581989,
573
+ 0.01881775965664757,
574
+ 0.018388747602090305,
575
+ 0.018280505442116162,
576
+ 0.018056897389932304,
577
+ 0.01787058623196186,
578
+ 0.017791810615268258,
579
+ 0.01751007946795143,
580
+ 0.01735348872575509,
581
+ 0.017008267254321544,
582
+ 0.016412565085862064,
583
+ 0.016378423136708307,
584
+ 0.015931572549747298,
585
+ 0.015819688903571074,
586
+ 0.01559538578827313,
587
+ 0.01558892699287658,
588
+ 0.015581296890064048,
589
+ 0.015535386360447233,
590
+ 0.015506990369169978,
591
+ 0.015309428795892293,
592
+ 0.015121530610015687,
593
+ 0.014897253818569536,
594
+ 0.014678305661218779,
595
+ 0.014589293415028484,
596
+ 0.014588179971013757,
597
+ 0.014321348892919361,
598
+ 0.014321221968439156,
599
+ 0.014159228528156645,
600
+ 0.014147575135081187,
601
+ 0.014130393436820562,
602
+ 0.013716877595578702,
603
+ 0.01361641229822018,
604
+ 0.013602025583524474,
605
+ 0.012890297494630476,
606
+ 0.012830118063892068,
607
+ 0.012798994572665463,
608
+ 0.01274158446586267,
609
+ 0.012130804871745485,
610
+ 0.012122643564849036,
611
+ 0.01197048916437117,
612
+ 0.011725091430220583,
613
+ 0.011507546869444614,
614
+ 0.011010127541409611,
615
+ 0.010978691399440554,
616
+ 0.010965147383134383,
617
+ 0.010640324650509863,
618
+ 0.010451237731740875,
619
+ 0.010425576908491236,
620
+ 0.010366368264437825,
621
+ 0.010312394771782814,
622
+ 0.010194986014608186,
623
+ 0.009986322868239614,
624
+ 0.009820892728642538,
625
+ 0.009700557976073113,
626
+ 0.009657831747523703,
627
+ 0.009572005392891492,
628
+ 0.009355255439769655,
629
+ 0.009138271683957427,
630
+ 0.009092973724031003,
631
+ 0.0090583992415769,
632
+ 0.008980078715801993,
633
+ 0.008662776358042516,
634
+ 0.008505949083039971,
635
+ 0.007560376998157708,
636
+ 0.007399827506041118,
637
+ 0.007368200879688833,
638
+ 0.007314901128877639,
639
+ 0.007308280255958577,
640
+ 0.007144419312897202,
641
+ 0.00699302017814604,
642
+ 0.0069875603924168354,
643
+ 0.0069422649574963045,
644
+ 0.006719753863688942,
645
+ 0.006669880675861832,
646
+ 0.006647990291201244,
647
+ 0.006458930748859969,
648
+ 0.006454458414182254,
649
+ 0.006219743626914774,
650
+ 0.006217049752541341,
651
+ 0.006189157834097456,
652
+ 0.006111420421684149,
653
+ 0.00591299669481431,
654
+ 0.005816030387093794,
655
+ 0.005625812166706328,
656
+ 0.005569016665165087,
657
+ 0.005531859715195645,
658
+ 0.005419200842079022,
659
+ 0.005249292638488674,
660
+ 0.005125670926540368,
661
+ 0.0050713963654297756,
662
+ 0.005052683289463899,
663
+ 0.005021791461056526,
664
+ 0.005020766562396619,
665
+ 0.004765843834239436,
666
+ 0.004472069411366405,
667
+ 0.004434979444911409,
668
+ 0.0044059430598955675,
669
+ 0.004269966305447798,
670
+ 0.004178856748520534,
671
+ 0.004165068038218314,
672
+ 0.003840498285415311,
673
+ 0.0038096507409942316,
674
+ 0.0037726035644157128,
675
+ 0.0037723124741644957,
676
+ 0.003770299723433323,
677
+ 0.0037101323417479165,
678
+ 0.003678506911743141,
679
+ 0.003500350000529343,
680
+ 0.003415951796703785,
681
+ 0.003385229730977369,
682
+ 0.0033768103398790763,
683
+ 0.0033570218651815696,
684
+ 0.0033325928938233583,
685
+ 0.003275502672879193,
686
+ 0.0030894461349197234,
687
+ 0.0029819768081555645,
688
+ 0.0029186322723024267,
689
+ 0.00283991388906887,
690
+ 0.00278158984532032,
691
+ 0.0027715588132629218,
692
+ 0.0026579713671428195,
693
+ 0.002654521174139303,
694
+ 0.002654110864188465,
695
+ 0.0026316835786120043,
696
+ 0.0025991222147658645,
697
+ 0.002404299965027384,
698
+ 0.0023879017976935184,
699
+ 0.0023416998791250033,
700
+ 0.0023135082611740227,
701
+ 0.002311875750349328,
702
+ 0.002093614443322409,
703
+ 0.0019542747451710084,
704
+ 0.001950778951189163,
705
+ 0.0018123233957596128,
706
+ 0.0017905964292523567,
707
+ 0.0017467248624429249,
708
+ 0.0016837791498135058,
709
+ 0.0014660790107723204,
710
+ 0.0014414370541205002,
711
+ 0.0014235772294252165,
712
+ 0.0013881541925448715,
713
+ 0.0013819395206252525,
714
+ 0.0013471937049780393,
715
+ 0.0013382289962063211,
716
+ 0.0012979681168521428,
717
+ 0.001246298577105764,
718
+ 0.0011654986840851818,
719
+ 0.0011399185643773643,
720
+ 0.0011158042776434412,
721
+ 0.0010899100495870772,
722
+ 0.0010427143972339002,
723
+ 0.0010159529167607056,
724
+ 0.0008949061045237383,
725
+ 0.0008141969170831672,
726
+ 0.0007781817434755734,
727
+ 0.0007712492778260122,
728
+ 0.0007597983347715047,
729
+ 0.0006446541072236264,
730
+ 0.0006057703338861074,
731
+ 0.0005981784450076977,
732
+ 0.0005513931335223184,
733
+ 0.00047298227895454197,
734
+ 0.0004684581657574252,
735
+ 0.00045127955944546485,
736
+ 0.0004015881272317186,
737
+ 0.0003383239381273076,
738
+ 0.00025449895638375667,
739
+ 0.00025303852039653633,
740
+ 0.00024772309565088553,
741
+ 0.0002472969944323522,
742
+ 0.00020442818987200984,
743
+ 0.00020358249635062464,
744
+ 0.0001586958180354879,
745
+ 0.00014656449186031549,
746
+ 0.00010225320062131513,
747
+ 9.884908337850782e-05,
748
+ 9.564530407283411e-05,
749
+ 5.898914820929676e-05,
750
+ 4.14060237274348e-05,
751
+ 2.5075688185088288e-05,
752
+ 6.894597598800909e-06,
753
+ 1.4033955519102837e-08,
754
+ 9.133662988931632e-16,
755
+ 6.624656770285349e-16,
756
+ 9.965107544818311e-17,
757
+ 7.898723280923469e-17
758
+ ]
759
+ },
760
+ "cv_performance": {
761
+ "prediction": {
762
+ "accuracy": 77.33333333333334,
763
+ "precision": 75.39950183082405,
764
+ "recall": 97.92626728110599,
765
+ "f1": 85.0562487039469
766
+ },
767
+ "selection": {
768
+ "precision": 0.3975910449454641,
769
+ "recall": 1.095890410958904,
770
+ "f1": 0.5834689638040997,
771
+ "jaccard": 0.2933293575359996
772
+ }
773
+ }
774
+ }
p3/regress/Huntingtons_Disease/significant_genes_condition_Prostate_Cancer.json ADDED
@@ -0,0 +1,765 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "significant_genes": {
3
+ "Variable": [
4
+ "CTAG1A",
5
+ "FGF7P6",
6
+ "NDUFB11",
7
+ "BNIP3L",
8
+ "CAST",
9
+ "SLC35A3",
10
+ "RBM10",
11
+ "LMTK3",
12
+ "NEUROD2",
13
+ "ZIC1",
14
+ "NIPA2",
15
+ "C15orf40",
16
+ "IFITM2",
17
+ "SART3",
18
+ "FBXL2",
19
+ "USP10",
20
+ "GABPB1-AS1",
21
+ "CAV1",
22
+ "SOX15",
23
+ "FAM187B",
24
+ "MPV17L",
25
+ "RTF2",
26
+ "CCS",
27
+ "SKIC3",
28
+ "ZNF662",
29
+ "TTYH1",
30
+ "LHCGR",
31
+ "PDCL",
32
+ "TTI1",
33
+ "PPM1L",
34
+ "CCP110",
35
+ "SLC43A2",
36
+ "ZNF552",
37
+ "SELENOM",
38
+ "CYP2C19",
39
+ "GTPBP10",
40
+ "MARCHF10",
41
+ "CUTALP",
42
+ "MEA1",
43
+ "KLHL14",
44
+ "IGKV1-37",
45
+ "ABLIM2",
46
+ "FHIP1A",
47
+ "STX12",
48
+ "STX18",
49
+ "COL11A1",
50
+ "MGRN1",
51
+ "IGSF10",
52
+ "NPEPL1",
53
+ "GXYLT2",
54
+ "AHCTF1P1",
55
+ "FAM169A",
56
+ "NPY",
57
+ "ERGIC1",
58
+ "KDR",
59
+ "GRIK1",
60
+ "ZNF528",
61
+ "PTPN1",
62
+ "NUP35",
63
+ "LEMD2",
64
+ "TRMT12",
65
+ "LDOC1",
66
+ "MLNR",
67
+ "FBXO28",
68
+ "SFRP5",
69
+ "CEP290",
70
+ "MSTO2P",
71
+ "RN7SKP150",
72
+ "AURKC",
73
+ "ALKBH4",
74
+ "PPP5D1P",
75
+ "FIGN",
76
+ "LAMP3",
77
+ "KIF1B",
78
+ "KCNJ1",
79
+ "RASSF2",
80
+ "EIF4A2",
81
+ "OMA1",
82
+ "PDZD9",
83
+ "TRIM48",
84
+ "TPTE",
85
+ "PYCR3",
86
+ "RAB40C",
87
+ "FCN2",
88
+ "METTL21EP",
89
+ "NEUROD1",
90
+ "ZNF843",
91
+ "COL11A2",
92
+ "C17orf99",
93
+ "CAPN11",
94
+ "ADGRG7",
95
+ "TENM4",
96
+ "MIR4691",
97
+ "PPP1R10",
98
+ "SLC25A15",
99
+ "GNG5",
100
+ "L2HGDH",
101
+ "TMEM40",
102
+ "PYGB",
103
+ "CSTF1",
104
+ "PHYH",
105
+ "HHLA2",
106
+ "ZNF281",
107
+ "ZUP1",
108
+ "G3BP1",
109
+ "KRTAP4-2",
110
+ "CGNL1",
111
+ "TTTY7B",
112
+ "RCOR1",
113
+ "SPAG8",
114
+ "MIR21",
115
+ "RNF13",
116
+ "USPL1",
117
+ "IL13",
118
+ "CCR7",
119
+ "PEX6",
120
+ "NPM1P22",
121
+ "GSR",
122
+ "HSD11B2",
123
+ "SCARF1",
124
+ "FCER1G",
125
+ "B3GNT3",
126
+ "CYP1B1-AS1",
127
+ "FAF2",
128
+ "TRBV5-2",
129
+ "FAM161A",
130
+ "ZSCAN1",
131
+ "CHP1",
132
+ "UPK2",
133
+ "ZKSCAN1",
134
+ "FAM181A",
135
+ "ZBTB24",
136
+ "ADAMTSL1",
137
+ "TMEM262",
138
+ "SPEF1",
139
+ "RAB5B",
140
+ "ADIPOQ",
141
+ "AQP7",
142
+ "LRP5",
143
+ "PDPR",
144
+ "GAGE1",
145
+ "VWA5A",
146
+ "CRABP2",
147
+ "IGLV1-44",
148
+ "FSCN2",
149
+ "MTMR10",
150
+ "TPGS2",
151
+ "TLL1",
152
+ "TMEM220",
153
+ "CTSE",
154
+ "PAX7",
155
+ "RBAKDN",
156
+ "RFX6",
157
+ "TCF20",
158
+ "NCBP2AS2",
159
+ "DNAI1",
160
+ "TCF7L1",
161
+ "TUBB1",
162
+ "MIR205",
163
+ "KLRC4",
164
+ "C1S",
165
+ "TRAJ20",
166
+ "SFTA3",
167
+ "TAS2R50",
168
+ "SPTBN2",
169
+ "MRFAP1",
170
+ "C3AR1",
171
+ "ALAS2",
172
+ "ZNF7",
173
+ "PTCHD4",
174
+ "MAB21L3",
175
+ "ZNF596",
176
+ "CIMIP5",
177
+ "IDI2",
178
+ "SIK2",
179
+ "DLX3",
180
+ "NDUFS8",
181
+ "SELENBP1",
182
+ "DRG1",
183
+ "ZFR",
184
+ "AP5B1",
185
+ "KCNK12",
186
+ "MAP1LC3B2",
187
+ "LRATD2",
188
+ "GCC2",
189
+ "GDA",
190
+ "XPA",
191
+ "ALLC",
192
+ "FAM20B",
193
+ "ANKRD27",
194
+ "HMGA1P4",
195
+ "SLC47A2",
196
+ "SATB2",
197
+ "CPE",
198
+ "ATIC",
199
+ "ASXL2",
200
+ "FBN3",
201
+ "TWIST1",
202
+ "MMUT",
203
+ "PDE6D",
204
+ "PRSS2",
205
+ "TYMP",
206
+ "RENBP",
207
+ "GJB3",
208
+ "YEATS2",
209
+ "NFATC4",
210
+ "ZBTB33",
211
+ "NARF",
212
+ "FOXA2",
213
+ "SLC13A1",
214
+ "PAPSS1",
215
+ "XAB2",
216
+ "CENPQ",
217
+ "PTPRR",
218
+ "EPHA3",
219
+ "APEX1",
220
+ "DDX17",
221
+ "ENDOV",
222
+ "NBL1",
223
+ "KRTAP9-3",
224
+ "ZGLP1",
225
+ "PHYHIPL",
226
+ "EDEM2",
227
+ "TSFM",
228
+ "FKBP8",
229
+ "TMEM92",
230
+ "OR8G1",
231
+ "ACVRL1",
232
+ "ACOT12",
233
+ "SYNPO2L",
234
+ "BBS9",
235
+ "APOBEC3C",
236
+ "SUGP1",
237
+ "OR6W1P",
238
+ "PDE6H",
239
+ "CD300LF",
240
+ "HMGCLL1",
241
+ "NUDT11",
242
+ "PFDN4",
243
+ "MIR7113",
244
+ "SRSF5",
245
+ "DECR1",
246
+ "IGKV1D-37",
247
+ "CTAG1B",
248
+ "TRAV36DV7",
249
+ "TRIM49D1",
250
+ "TRIM49D2"
251
+ ],
252
+ "Coefficient": [
253
+ -0.09442963499993287,
254
+ -0.07923702292258666,
255
+ -0.07171109728503583,
256
+ 0.06808831977142774,
257
+ 0.06554056651079647,
258
+ -0.05679156898403864,
259
+ -0.05604030096719079,
260
+ 0.04593986563422471,
261
+ 0.04516982383097004,
262
+ 0.044415262797909236,
263
+ 0.043188478649438,
264
+ -0.042683529572060376,
265
+ 0.04155862015496319,
266
+ 0.04051275530388144,
267
+ -0.03909911093965332,
268
+ 0.03814565337234282,
269
+ 0.03758738504593191,
270
+ -0.03754833360766946,
271
+ -0.03754694103804563,
272
+ -0.035989490767455175,
273
+ 0.03590010803623266,
274
+ -0.03583748747112099,
275
+ -0.03441868054209179,
276
+ 0.03436238551399319,
277
+ 0.03374446218457822,
278
+ 0.033063024438784415,
279
+ -0.03139432165669918,
280
+ 0.029950735497080203,
281
+ -0.029454218595116453,
282
+ 0.028773168898386745,
283
+ -0.027950831826443614,
284
+ 0.02776146671727138,
285
+ -0.027554953612938134,
286
+ 0.02714700461848694,
287
+ -0.027138347945296664,
288
+ -0.026902299069497728,
289
+ 0.026895011933234993,
290
+ 0.0268924681994796,
291
+ -0.02666528331105938,
292
+ 0.026663680552679498,
293
+ -0.026106790596581955,
294
+ 0.02542551360337007,
295
+ -0.025365109841655072,
296
+ 0.024422244404885093,
297
+ -0.02427992413181602,
298
+ -0.023819099476588862,
299
+ -0.023802763002011527,
300
+ -0.023509538963637326,
301
+ 0.023419712619675594,
302
+ 0.023329061296494702,
303
+ 0.022532985716674017,
304
+ 0.02231783067004221,
305
+ -0.022256866828034606,
306
+ 0.02181211051384173,
307
+ 0.021481518130808206,
308
+ 0.02146083141125335,
309
+ 0.021121031343745555,
310
+ 0.019117367838019414,
311
+ -0.019013636482516312,
312
+ -0.018678240975340966,
313
+ 0.018609903420469677,
314
+ 0.018319482361893784,
315
+ 0.01816451313867308,
316
+ -0.017829570428020212,
317
+ -0.017785149431322266,
318
+ 0.017487595552914632,
319
+ 0.01706160682906111,
320
+ -0.017057948713121076,
321
+ -0.017046920372357843,
322
+ -0.016954665145549306,
323
+ 0.01687164037551485,
324
+ 0.016744641740538194,
325
+ 0.01656488575980126,
326
+ 0.016436110008107546,
327
+ -0.01638072057573515,
328
+ 0.016002838830229283,
329
+ 0.0158922472431556,
330
+ -0.015790181631757664,
331
+ -0.015784690073312922,
332
+ 0.015564396473681475,
333
+ -0.015458752825997664,
334
+ 0.014922262413539935,
335
+ 0.014555697770391368,
336
+ 0.014529064919374793,
337
+ 0.014264484558873239,
338
+ -0.01409409965570961,
339
+ 0.01408015306625442,
340
+ -0.014019836920412136,
341
+ 0.013988972513689793,
342
+ -0.013642408110201128,
343
+ 0.013450874331781987,
344
+ 0.013101175030656683,
345
+ -0.013088481866588852,
346
+ 0.013045816172332384,
347
+ 0.012762582888821873,
348
+ 0.012750197832084975,
349
+ -0.012742839750997137,
350
+ -0.01240976262001651,
351
+ 0.012390762991183546,
352
+ -0.012220844324901193,
353
+ 0.01209195052262155,
354
+ -0.011681889244498145,
355
+ 0.011631793209602535,
356
+ -0.011596271947215435,
357
+ 0.011583084258630033,
358
+ -0.011541116497074427,
359
+ 0.011511292773569246,
360
+ -0.011498425284672634,
361
+ -0.011479356246920877,
362
+ 0.01141604496329322,
363
+ 0.01097552010125081,
364
+ 0.01094298168817375,
365
+ 0.0107166584126696,
366
+ 0.010542704355051358,
367
+ 0.010387499140097282,
368
+ 0.010377721472189254,
369
+ -0.010273375940923889,
370
+ -0.010109660327813038,
371
+ -0.009994160095451326,
372
+ 0.009844021010049692,
373
+ 0.009818195819571728,
374
+ 0.009633241063648592,
375
+ -0.009275409551015176,
376
+ 0.009103494454788717,
377
+ 0.009038468875925791,
378
+ -0.008717499863341712,
379
+ -0.008653676876799113,
380
+ 0.008611124632711863,
381
+ -0.008261743918899037,
382
+ 0.008216427270366028,
383
+ -0.00817428465866195,
384
+ 0.008154878346585397,
385
+ -0.008110369692922729,
386
+ -0.008004906245711893,
387
+ -0.007791420256125255,
388
+ 0.007750123377054731,
389
+ 0.007690634376707452,
390
+ 0.00749127578981794,
391
+ 0.007487023502938812,
392
+ 0.007405459426588449,
393
+ 0.007371012201463274,
394
+ 0.007339631012919532,
395
+ -0.007163395536026382,
396
+ 0.007118702563013752,
397
+ -0.006981289162613471,
398
+ -0.006863982775295595,
399
+ 0.006827392856310065,
400
+ -0.006731647363809589,
401
+ 0.006527699556186644,
402
+ 0.00645062476481294,
403
+ -0.006249642609642441,
404
+ -0.005987948872440958,
405
+ -0.0057817958962282645,
406
+ -0.005766078024124545,
407
+ -0.00573932984465359,
408
+ -0.005674152787261001,
409
+ -0.005635712505141672,
410
+ 0.005609532921144442,
411
+ 0.005564941581447486,
412
+ 0.005547493321253993,
413
+ -0.005517103033220941,
414
+ -0.005476921772094789,
415
+ 0.005137785667704884,
416
+ 0.005119423734381645,
417
+ -0.004735241594289824,
418
+ 0.004631572118121123,
419
+ -0.004584688891162412,
420
+ -0.004577156922240828,
421
+ -0.00436165721254824,
422
+ 0.00433545288329588,
423
+ -0.004302670768598055,
424
+ 0.004272526775466985,
425
+ 0.004271809441477049,
426
+ 0.004142738202959516,
427
+ -0.003970003317659866,
428
+ -0.003873735032011188,
429
+ -0.003823536072041245,
430
+ 0.0037084272052465054,
431
+ -0.0036942608415639734,
432
+ 0.003689115692208101,
433
+ -0.0035386562190273577,
434
+ -0.0034167415505897167,
435
+ 0.003401308031327516,
436
+ -0.0032702706516103616,
437
+ 0.0031148399489830474,
438
+ -0.0030637818291810994,
439
+ 0.003063667806781958,
440
+ -0.003021170539009902,
441
+ -0.002751491355593489,
442
+ -0.0026620431387773527,
443
+ -0.0025308741444938143,
444
+ -0.0024691900156655617,
445
+ 0.0024108741136095293,
446
+ -0.0023050446332506156,
447
+ -0.002285788867731367,
448
+ 0.002279112845674992,
449
+ 0.0021583253804379953,
450
+ -0.00215403678645709,
451
+ 0.0019624500855192862,
452
+ -0.0019279116840769399,
453
+ 0.0018300664129153798,
454
+ 0.0017983513434804675,
455
+ 0.0017482368244208383,
456
+ -0.0015617349861616987,
457
+ -0.0015585060087650565,
458
+ -0.0015366852920572012,
459
+ -0.001520001075488104,
460
+ 0.001474546080268849,
461
+ -0.001288766324998592,
462
+ 0.001252316514554275,
463
+ 0.001190384212541775,
464
+ -0.0011806750430609085,
465
+ -0.0010368770312009043,
466
+ -0.0010186095288758526,
467
+ -0.0009881966991090619,
468
+ -0.0009812900892690612,
469
+ 0.0008564075300742967,
470
+ 0.0008112114546906356,
471
+ 0.0007947273453507227,
472
+ -0.0007721088842281173,
473
+ 0.0007369928424493333,
474
+ -0.0007366270825537388,
475
+ 0.0005895340129224647,
476
+ 0.0005602692956560639,
477
+ -0.0005514518814614793,
478
+ -0.0005399991172926459,
479
+ 0.0005233069526876834,
480
+ -0.00047685120769257915,
481
+ -0.0004637614584355975,
482
+ 0.00038043135815109193,
483
+ 0.0003744592627550823,
484
+ 0.00021260992092777734,
485
+ 0.00019887445517954996,
486
+ -0.00015842878680941998,
487
+ -0.00015402605864030984,
488
+ -0.00015295039374071408,
489
+ 9.891986323821652e-05,
490
+ -7.365840001141285e-05,
491
+ -5.8383294139005084e-05,
492
+ -1.2309305055319472e-05,
493
+ -7.844525025091194e-06,
494
+ 4.996131918181605e-07,
495
+ -9.04195954526766e-16,
496
+ -4.1939041568989946e-16,
497
+ -2.0969520784494968e-16,
498
+ 8.55898807530407e-19,
499
+ 4.890850328745183e-19
500
+ ],
501
+ "Absolute Coefficient": [
502
+ 0.09442963499993287,
503
+ 0.07923702292258666,
504
+ 0.07171109728503583,
505
+ 0.06808831977142774,
506
+ 0.06554056651079647,
507
+ 0.05679156898403864,
508
+ 0.05604030096719079,
509
+ 0.04593986563422471,
510
+ 0.04516982383097004,
511
+ 0.044415262797909236,
512
+ 0.043188478649438,
513
+ 0.042683529572060376,
514
+ 0.04155862015496319,
515
+ 0.04051275530388144,
516
+ 0.03909911093965332,
517
+ 0.03814565337234282,
518
+ 0.03758738504593191,
519
+ 0.03754833360766946,
520
+ 0.03754694103804563,
521
+ 0.035989490767455175,
522
+ 0.03590010803623266,
523
+ 0.03583748747112099,
524
+ 0.03441868054209179,
525
+ 0.03436238551399319,
526
+ 0.03374446218457822,
527
+ 0.033063024438784415,
528
+ 0.03139432165669918,
529
+ 0.029950735497080203,
530
+ 0.029454218595116453,
531
+ 0.028773168898386745,
532
+ 0.027950831826443614,
533
+ 0.02776146671727138,
534
+ 0.027554953612938134,
535
+ 0.02714700461848694,
536
+ 0.027138347945296664,
537
+ 0.026902299069497728,
538
+ 0.026895011933234993,
539
+ 0.0268924681994796,
540
+ 0.02666528331105938,
541
+ 0.026663680552679498,
542
+ 0.026106790596581955,
543
+ 0.02542551360337007,
544
+ 0.025365109841655072,
545
+ 0.024422244404885093,
546
+ 0.02427992413181602,
547
+ 0.023819099476588862,
548
+ 0.023802763002011527,
549
+ 0.023509538963637326,
550
+ 0.023419712619675594,
551
+ 0.023329061296494702,
552
+ 0.022532985716674017,
553
+ 0.02231783067004221,
554
+ 0.022256866828034606,
555
+ 0.02181211051384173,
556
+ 0.021481518130808206,
557
+ 0.02146083141125335,
558
+ 0.021121031343745555,
559
+ 0.019117367838019414,
560
+ 0.019013636482516312,
561
+ 0.018678240975340966,
562
+ 0.018609903420469677,
563
+ 0.018319482361893784,
564
+ 0.01816451313867308,
565
+ 0.017829570428020212,
566
+ 0.017785149431322266,
567
+ 0.017487595552914632,
568
+ 0.01706160682906111,
569
+ 0.017057948713121076,
570
+ 0.017046920372357843,
571
+ 0.016954665145549306,
572
+ 0.01687164037551485,
573
+ 0.016744641740538194,
574
+ 0.01656488575980126,
575
+ 0.016436110008107546,
576
+ 0.01638072057573515,
577
+ 0.016002838830229283,
578
+ 0.0158922472431556,
579
+ 0.015790181631757664,
580
+ 0.015784690073312922,
581
+ 0.015564396473681475,
582
+ 0.015458752825997664,
583
+ 0.014922262413539935,
584
+ 0.014555697770391368,
585
+ 0.014529064919374793,
586
+ 0.014264484558873239,
587
+ 0.01409409965570961,
588
+ 0.01408015306625442,
589
+ 0.014019836920412136,
590
+ 0.013988972513689793,
591
+ 0.013642408110201128,
592
+ 0.013450874331781987,
593
+ 0.013101175030656683,
594
+ 0.013088481866588852,
595
+ 0.013045816172332384,
596
+ 0.012762582888821873,
597
+ 0.012750197832084975,
598
+ 0.012742839750997137,
599
+ 0.01240976262001651,
600
+ 0.012390762991183546,
601
+ 0.012220844324901193,
602
+ 0.01209195052262155,
603
+ 0.011681889244498145,
604
+ 0.011631793209602535,
605
+ 0.011596271947215435,
606
+ 0.011583084258630033,
607
+ 0.011541116497074427,
608
+ 0.011511292773569246,
609
+ 0.011498425284672634,
610
+ 0.011479356246920877,
611
+ 0.01141604496329322,
612
+ 0.01097552010125081,
613
+ 0.01094298168817375,
614
+ 0.0107166584126696,
615
+ 0.010542704355051358,
616
+ 0.010387499140097282,
617
+ 0.010377721472189254,
618
+ 0.010273375940923889,
619
+ 0.010109660327813038,
620
+ 0.009994160095451326,
621
+ 0.009844021010049692,
622
+ 0.009818195819571728,
623
+ 0.009633241063648592,
624
+ 0.009275409551015176,
625
+ 0.009103494454788717,
626
+ 0.009038468875925791,
627
+ 0.008717499863341712,
628
+ 0.008653676876799113,
629
+ 0.008611124632711863,
630
+ 0.008261743918899037,
631
+ 0.008216427270366028,
632
+ 0.00817428465866195,
633
+ 0.008154878346585397,
634
+ 0.008110369692922729,
635
+ 0.008004906245711893,
636
+ 0.007791420256125255,
637
+ 0.007750123377054731,
638
+ 0.007690634376707452,
639
+ 0.00749127578981794,
640
+ 0.007487023502938812,
641
+ 0.007405459426588449,
642
+ 0.007371012201463274,
643
+ 0.007339631012919532,
644
+ 0.007163395536026382,
645
+ 0.007118702563013752,
646
+ 0.006981289162613471,
647
+ 0.006863982775295595,
648
+ 0.006827392856310065,
649
+ 0.006731647363809589,
650
+ 0.006527699556186644,
651
+ 0.00645062476481294,
652
+ 0.006249642609642441,
653
+ 0.005987948872440958,
654
+ 0.0057817958962282645,
655
+ 0.005766078024124545,
656
+ 0.00573932984465359,
657
+ 0.005674152787261001,
658
+ 0.005635712505141672,
659
+ 0.005609532921144442,
660
+ 0.005564941581447486,
661
+ 0.005547493321253993,
662
+ 0.005517103033220941,
663
+ 0.005476921772094789,
664
+ 0.005137785667704884,
665
+ 0.005119423734381645,
666
+ 0.004735241594289824,
667
+ 0.004631572118121123,
668
+ 0.004584688891162412,
669
+ 0.004577156922240828,
670
+ 0.00436165721254824,
671
+ 0.00433545288329588,
672
+ 0.004302670768598055,
673
+ 0.004272526775466985,
674
+ 0.004271809441477049,
675
+ 0.004142738202959516,
676
+ 0.003970003317659866,
677
+ 0.003873735032011188,
678
+ 0.003823536072041245,
679
+ 0.0037084272052465054,
680
+ 0.0036942608415639734,
681
+ 0.003689115692208101,
682
+ 0.0035386562190273577,
683
+ 0.0034167415505897167,
684
+ 0.003401308031327516,
685
+ 0.0032702706516103616,
686
+ 0.0031148399489830474,
687
+ 0.0030637818291810994,
688
+ 0.003063667806781958,
689
+ 0.003021170539009902,
690
+ 0.002751491355593489,
691
+ 0.0026620431387773527,
692
+ 0.0025308741444938143,
693
+ 0.0024691900156655617,
694
+ 0.0024108741136095293,
695
+ 0.0023050446332506156,
696
+ 0.002285788867731367,
697
+ 0.002279112845674992,
698
+ 0.0021583253804379953,
699
+ 0.00215403678645709,
700
+ 0.0019624500855192862,
701
+ 0.0019279116840769399,
702
+ 0.0018300664129153798,
703
+ 0.0017983513434804675,
704
+ 0.0017482368244208383,
705
+ 0.0015617349861616987,
706
+ 0.0015585060087650565,
707
+ 0.0015366852920572012,
708
+ 0.001520001075488104,
709
+ 0.001474546080268849,
710
+ 0.001288766324998592,
711
+ 0.001252316514554275,
712
+ 0.001190384212541775,
713
+ 0.0011806750430609085,
714
+ 0.0010368770312009043,
715
+ 0.0010186095288758526,
716
+ 0.0009881966991090619,
717
+ 0.0009812900892690612,
718
+ 0.0008564075300742967,
719
+ 0.0008112114546906356,
720
+ 0.0007947273453507227,
721
+ 0.0007721088842281173,
722
+ 0.0007369928424493333,
723
+ 0.0007366270825537388,
724
+ 0.0005895340129224647,
725
+ 0.0005602692956560639,
726
+ 0.0005514518814614793,
727
+ 0.0005399991172926459,
728
+ 0.0005233069526876834,
729
+ 0.00047685120769257915,
730
+ 0.0004637614584355975,
731
+ 0.00038043135815109193,
732
+ 0.0003744592627550823,
733
+ 0.00021260992092777734,
734
+ 0.00019887445517954996,
735
+ 0.00015842878680941998,
736
+ 0.00015402605864030984,
737
+ 0.00015295039374071408,
738
+ 9.891986323821652e-05,
739
+ 7.365840001141285e-05,
740
+ 5.8383294139005084e-05,
741
+ 1.2309305055319472e-05,
742
+ 7.844525025091194e-06,
743
+ 4.996131918181605e-07,
744
+ 9.04195954526766e-16,
745
+ 4.1939041568989946e-16,
746
+ 2.0969520784494968e-16,
747
+ 8.55898807530407e-19,
748
+ 4.890850328745183e-19
749
+ ]
750
+ },
751
+ "cv_performance": {
752
+ "prediction": {
753
+ "accuracy": 74.66666666666666,
754
+ "precision": 73.4954520320374,
755
+ "recall": 96.63594470046083,
756
+ "f1": 83.3645241880536
757
+ },
758
+ "selection": {
759
+ "precision": 0.6641220487728942,
760
+ "recall": 1.917808219178082,
761
+ "f1": 0.9865469589985054,
762
+ "jaccard": 0.4975159093949724
763
+ }
764
+ }
765
+ }
p3/regress/Huntingtons_Disease/significant_genes_condition_Psoriasis.json ADDED
@@ -0,0 +1,801 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "significant_genes": {
3
+ "Variable": [
4
+ "CTAG1A",
5
+ "FGF7P6",
6
+ "NDUFB11",
7
+ "BNIP3L",
8
+ "CAST",
9
+ "SLC35A3",
10
+ "RBM10",
11
+ "LMTK3",
12
+ "C15orf40",
13
+ "ZIC1",
14
+ "NIPA2",
15
+ "IFITM2",
16
+ "FBXL2",
17
+ "NEUROD2",
18
+ "USP10",
19
+ "SOX15",
20
+ "GABPB1-AS1",
21
+ "MPV17L",
22
+ "ZNF662",
23
+ "SART3",
24
+ "FAM187B",
25
+ "SKIC3",
26
+ "RTF2",
27
+ "CAV1",
28
+ "CCS",
29
+ "MARCHF10",
30
+ "IGKV1-37",
31
+ "TTI1",
32
+ "ABLIM2",
33
+ "PDCL",
34
+ "SELENOM",
35
+ "ZNF552",
36
+ "TTYH1",
37
+ "LHCGR",
38
+ "SLC43A2",
39
+ "FAM169A",
40
+ "PPM1L",
41
+ "FHIP1A",
42
+ "COL11A1",
43
+ "AHCTF1P1",
44
+ "CYP2C19",
45
+ "KLHL14",
46
+ "CCP110",
47
+ "MEA1",
48
+ "GTPBP10",
49
+ "STX18",
50
+ "NPEPL1",
51
+ "CUTALP",
52
+ "IGSF10",
53
+ "ERGIC1",
54
+ "AURKC",
55
+ "STX12",
56
+ "MGRN1",
57
+ "GRIK1",
58
+ "GXYLT2",
59
+ "CEP290",
60
+ "ALKBH4",
61
+ "FBXO28",
62
+ "KDR",
63
+ "RAB40C",
64
+ "RN7SKP150",
65
+ "LDOC1",
66
+ "NPY",
67
+ "MIR21",
68
+ "SFRP5",
69
+ "PTPN1",
70
+ "OMA1",
71
+ "EIF4A2",
72
+ "FIGN",
73
+ "ZNF528",
74
+ "LEMD2",
75
+ "TRIM48",
76
+ "RASSF2",
77
+ "MLNR",
78
+ "ZNF843",
79
+ "METTL21EP",
80
+ "CAPN11",
81
+ "PPP5D1P",
82
+ "KIF1B",
83
+ "TRMT12",
84
+ "ZUP1",
85
+ "PHYH",
86
+ "HHLA2",
87
+ "TENM4",
88
+ "CSTF1",
89
+ "TPTE",
90
+ "L2HGDH",
91
+ "GNG5",
92
+ "KRTAP4-2",
93
+ "FCN2",
94
+ "GSR",
95
+ "MSTO2P",
96
+ "KCNJ1",
97
+ "MIR4691",
98
+ "NUP35",
99
+ "C17orf99",
100
+ "PYCR3",
101
+ "LAMP3",
102
+ "ADGRG7",
103
+ "SCARF1",
104
+ "PDZD9",
105
+ "PEX6",
106
+ "CCR7",
107
+ "CHP1",
108
+ "CGNL1",
109
+ "SLC25A15",
110
+ "PDPR",
111
+ "SPAG8",
112
+ "RCOR1",
113
+ "MAB21L3",
114
+ "RNF13",
115
+ "ADAMTSL1",
116
+ "ZKSCAN1",
117
+ "TMEM40",
118
+ "ZNF596",
119
+ "HSD11B2",
120
+ "AQP7",
121
+ "PPP1R10",
122
+ "PYGB",
123
+ "FAM181A",
124
+ "COL11A2",
125
+ "TRAJ20",
126
+ "B3GNT3",
127
+ "USPL1",
128
+ "TCF7L1",
129
+ "NEUROD1",
130
+ "FKBP8",
131
+ "TMEM262",
132
+ "ZSCAN1",
133
+ "TTTY7B",
134
+ "KLRC4",
135
+ "TUBB1",
136
+ "ZNF281",
137
+ "C1S",
138
+ "TCF20",
139
+ "FAF2",
140
+ "TLL1",
141
+ "ADIPOQ",
142
+ "PAX7",
143
+ "LRP5",
144
+ "IDI2",
145
+ "IL13",
146
+ "CYP1B1-AS1",
147
+ "NPM1P22",
148
+ "TAS2R50",
149
+ "UPK2",
150
+ "DRG1",
151
+ "ZBTB24",
152
+ "NCBP2AS2",
153
+ "ZFR",
154
+ "FOXA2",
155
+ "GAGE1",
156
+ "ZNF7",
157
+ "VWA5A",
158
+ "FCER1G",
159
+ "CD300LF",
160
+ "FSCN2",
161
+ "G3BP1",
162
+ "TMEM220",
163
+ "CTSE",
164
+ "ALAS2",
165
+ "SRSF5",
166
+ "LRATD2",
167
+ "RAB5B",
168
+ "TYMP",
169
+ "SPEF1",
170
+ "TWIST1",
171
+ "GDA",
172
+ "SFTA3",
173
+ "PAPSS1",
174
+ "METTL25B",
175
+ "RFX6",
176
+ "RBAKDN",
177
+ "HMGA1P4",
178
+ "SPTBN2",
179
+ "ALLC",
180
+ "KCNK12",
181
+ "SETX",
182
+ "KISS1",
183
+ "CIMIP5",
184
+ "APEX1",
185
+ "CLINT1",
186
+ "MRFAP1",
187
+ "ENDOV",
188
+ "SYNPO2L",
189
+ "NARF",
190
+ "FBN3",
191
+ "CRABP2",
192
+ "TRBV5-2",
193
+ "AP5B1",
194
+ "IGLV1-44",
195
+ "MAP1LC3B2",
196
+ "RENBP",
197
+ "PDE6D",
198
+ "MTMR10",
199
+ "OR6W1P",
200
+ "CCDC154",
201
+ "PTPRR",
202
+ "YEATS2",
203
+ "GJB3",
204
+ "ZNF28",
205
+ "KRTAP9-3",
206
+ "SELENBP1",
207
+ "BBS9",
208
+ "XPA",
209
+ "RAB7B",
210
+ "NFATC4",
211
+ "EDEM2",
212
+ "FAM161A",
213
+ "DENND2D",
214
+ "CIAO3",
215
+ "RDH11",
216
+ "TMEM92",
217
+ "MIRLET7D",
218
+ "ANKRD27",
219
+ "SATB2",
220
+ "TMTC4",
221
+ "GCC2",
222
+ "APOBEC3C",
223
+ "DNAI1",
224
+ "WASF3",
225
+ "PRSS2",
226
+ "S1PR1",
227
+ "NDUFS8",
228
+ "C3AR1",
229
+ "TPGS2",
230
+ "TRIR",
231
+ "PFDN4",
232
+ "CDCA7L",
233
+ "ASXL2",
234
+ "SLC13A1",
235
+ "PTCHD4",
236
+ "OR52K3P",
237
+ "IGLV6-57",
238
+ "SLC47A2",
239
+ "ABCA3",
240
+ "MIR205",
241
+ "CPE",
242
+ "PDE6H",
243
+ "RBP5",
244
+ "DLX3",
245
+ "SIK2",
246
+ "KLK2",
247
+ "SNORD35B",
248
+ "CT45A1",
249
+ "MCHR2-AS1",
250
+ "MAST1",
251
+ "HNRNPL",
252
+ "MIR7113",
253
+ "CAPRIN2",
254
+ "IGKV1D-37",
255
+ "CTAG1B",
256
+ "TRAV36DV7",
257
+ "CT45A2",
258
+ "TRIM49D2",
259
+ "TRIM49D1",
260
+ "CT45A5",
261
+ "CT45A3",
262
+ "CT45A6"
263
+ ],
264
+ "Coefficient": [
265
+ -0.09469365329498365,
266
+ -0.0797136373950064,
267
+ -0.07482252033334802,
268
+ 0.06912463258568495,
269
+ 0.06526597974710975,
270
+ -0.05568123451977838,
271
+ -0.05327905599650232,
272
+ 0.04787151382755154,
273
+ -0.04405802206148428,
274
+ 0.043144813470236236,
275
+ 0.0431346452363122,
276
+ 0.04201268829367172,
277
+ -0.04197809170007811,
278
+ 0.04044672457802503,
279
+ 0.04005787667601026,
280
+ -0.03870009951907698,
281
+ 0.03789671880794054,
282
+ 0.03484365147647307,
283
+ 0.033516685764267765,
284
+ 0.03340942090350909,
285
+ -0.0332884725018907,
286
+ 0.03307456240280326,
287
+ -0.03305428939209929,
288
+ -0.032580248854483795,
289
+ -0.03244820907719123,
290
+ 0.030461359765193204,
291
+ -0.030346418493199308,
292
+ -0.0302352320345724,
293
+ 0.03022890732490897,
294
+ 0.03021588342246071,
295
+ 0.029833729248365207,
296
+ -0.029533486327958224,
297
+ 0.029320661182747707,
298
+ -0.02918730605549446,
299
+ 0.027732480581244584,
300
+ 0.02724062235048758,
301
+ 0.02670213605185247,
302
+ -0.026317100655538123,
303
+ -0.026114257092093907,
304
+ 0.025976625771924923,
305
+ -0.025861467841047488,
306
+ 0.02562620600027442,
307
+ -0.025215199482593653,
308
+ -0.025051611271225276,
309
+ -0.024451313332273482,
310
+ -0.02366966851542061,
311
+ 0.023459612084656623,
312
+ 0.022949351187941964,
313
+ -0.021239787154777902,
314
+ 0.021067930751167342,
315
+ -0.020759074109573342,
316
+ 0.020036785786563753,
317
+ -0.020033020273639318,
318
+ 0.020008991819012407,
319
+ 0.019944265977039365,
320
+ 0.01964377622023008,
321
+ -0.019552966543225993,
322
+ -0.019489994369897724,
323
+ 0.01897931981747727,
324
+ 0.018934733970511215,
325
+ -0.018915474986891927,
326
+ 0.01882498642890298,
327
+ -0.01857532897300944,
328
+ 0.018297850054518436,
329
+ -0.017866657211853723,
330
+ 0.01785127329476517,
331
+ -0.01773537453625656,
332
+ 0.017249627968922373,
333
+ 0.01719101158424353,
334
+ 0.016873069278165394,
335
+ -0.01658127120815566,
336
+ 0.0164242137905103,
337
+ 0.01626277340637909,
338
+ 0.016136262534371358,
339
+ 0.01606294307676322,
340
+ 0.016036152067472276,
341
+ -0.016032045497542963,
342
+ 0.01598870432468356,
343
+ 0.01592500210823011,
344
+ 0.015602773984480992,
345
+ -0.015493417174434037,
346
+ 0.015077048412825806,
347
+ -0.015007456387940023,
348
+ 0.014935205893514533,
349
+ -0.014897255590519512,
350
+ -0.014895484842247685,
351
+ -0.01479489072772896,
352
+ 0.014629881511734626,
353
+ -0.014211641794288975,
354
+ 0.014091396779816327,
355
+ -0.014008184898203447,
356
+ 0.013986365708055148,
357
+ -0.013912303161721097,
358
+ -0.013831337992557086,
359
+ -0.01359400421092801,
360
+ 0.013546438448171478,
361
+ 0.013528819753514413,
362
+ 0.013499111757325532,
363
+ 0.01343916339455456,
364
+ 0.013361162968536454,
365
+ -0.013316794493048019,
366
+ 0.013196599126179572,
367
+ 0.012237609589997853,
368
+ 0.012078160629935003,
369
+ 0.011649615966002268,
370
+ 0.011299296763894465,
371
+ 0.011215170452138344,
372
+ 0.011029287131790546,
373
+ -0.01102643707979798,
374
+ -0.011008675410563428,
375
+ 0.010874751426345811,
376
+ -0.01086236877526749,
377
+ 0.010532042560550297,
378
+ -0.010291150569690441,
379
+ 0.010254628984987352,
380
+ -0.010176459155837534,
381
+ 0.010174124876822883,
382
+ 0.010155332231468531,
383
+ 0.010153685189804392,
384
+ -0.010087490983009735,
385
+ -0.009752777770004505,
386
+ -0.009541779137966722,
387
+ 0.009296609185755726,
388
+ 0.009279749812704241,
389
+ -0.009130796211848301,
390
+ -0.00901205447196391,
391
+ -0.00897437053280198,
392
+ -0.008899636078494769,
393
+ -0.008769732550137552,
394
+ -0.008702754994798625,
395
+ 0.008230613224088888,
396
+ 0.008147001368845453,
397
+ 0.007969554892779942,
398
+ -0.007939977320372684,
399
+ -0.007887856358095316,
400
+ 0.007839209332350919,
401
+ -0.0077663164814419615,
402
+ 0.007739988287236723,
403
+ -0.007429286003825024,
404
+ 0.007192782258651408,
405
+ 0.007141664362673817,
406
+ 0.00712747889578417,
407
+ -0.006828417058061731,
408
+ -0.006777504446792716,
409
+ 0.006600868907773506,
410
+ -0.006544175877418417,
411
+ -0.006479520875863986,
412
+ 0.006371453911123086,
413
+ -0.006319636024494499,
414
+ 0.006317616904863767,
415
+ -0.006291030510490509,
416
+ 0.0060190230637939485,
417
+ -0.005974695231221474,
418
+ 0.005946310998776746,
419
+ 0.005758536381913464,
420
+ -0.005736052390673255,
421
+ -0.005665406539312929,
422
+ 0.0055320212643331194,
423
+ 0.005491564520213484,
424
+ 0.005450472218817633,
425
+ -0.005433224481993357,
426
+ -0.005364948978600451,
427
+ -0.005169946046898676,
428
+ 0.005139148886148971,
429
+ 0.005088983350768561,
430
+ -0.005041483098482451,
431
+ -0.004918579827226051,
432
+ -0.004550035546448144,
433
+ 0.0045409129584013065,
434
+ 0.0044508494397183474,
435
+ -0.004425233405575477,
436
+ -0.004314628681246099,
437
+ -0.0042725208970938065,
438
+ -0.004228282874435595,
439
+ -0.004063288712506732,
440
+ -0.003992911800894823,
441
+ -0.003955216096964762,
442
+ 0.0038706302461677853,
443
+ 0.003726979492159435,
444
+ 0.0037050903683749155,
445
+ -0.003692463146848712,
446
+ 0.0036192011391094135,
447
+ 0.003604470506864667,
448
+ 0.0035767515319994614,
449
+ 0.003524341214700389,
450
+ 0.0035027010409798115,
451
+ 0.0033205304398056163,
452
+ -0.003271865175553154,
453
+ 0.002907579418415971,
454
+ -0.0028282980856221018,
455
+ 0.002776865741151727,
456
+ 0.002647317560301863,
457
+ 0.002593936935438931,
458
+ -0.0025470423666639898,
459
+ -0.0024634044038369025,
460
+ -0.002261147099794833,
461
+ -0.0022241971231315716,
462
+ -0.0021953165829456662,
463
+ -0.0021911354723495808,
464
+ -0.002084402623312818,
465
+ 0.0020606344097579285,
466
+ -0.0018638193734572207,
467
+ 0.0018518765777953182,
468
+ 0.0018435453270111953,
469
+ 0.001841901610853664,
470
+ -0.0018090572911674198,
471
+ -0.001713768023461588,
472
+ 0.0015603961198852312,
473
+ -0.0014812930673400347,
474
+ 0.0014550195943421082,
475
+ 0.0013627032984851717,
476
+ -0.0013503437261510147,
477
+ -0.001285468414149187,
478
+ -0.001056035318014419,
479
+ -0.0009989063649455728,
480
+ 0.0009905440132007045,
481
+ 0.0009472351044239514,
482
+ 0.0009178005048252213,
483
+ 0.000810576773778009,
484
+ -0.0008031074208584139,
485
+ -0.0007500233782556948,
486
+ 0.0007152974891462713,
487
+ 0.000670936464760267,
488
+ -0.0006611869481301612,
489
+ -0.000657936097792641,
490
+ 0.0006503216092106905,
491
+ -0.0006485280316313241,
492
+ -0.0005504861559890102,
493
+ -0.0004901079562926739,
494
+ 0.0004873245762266096,
495
+ 0.00045318906653051954,
496
+ 0.0004273307882533476,
497
+ -0.0004192897159169757,
498
+ 0.0003966190037645708,
499
+ -0.00037177678764976007,
500
+ 0.00036050432172290547,
501
+ 0.0003350169311841044,
502
+ -0.0003263129011794791,
503
+ -0.0003064335290408425,
504
+ -0.0002882022168612577,
505
+ -0.00027057834363007264,
506
+ -0.0002063275979836891,
507
+ -0.0001721207938287305,
508
+ 0.00014366636633335363,
509
+ -9.227519538046667e-05,
510
+ -8.828178334145045e-05,
511
+ -7.900794333523639e-05,
512
+ -1.2979797273418204e-05,
513
+ -1.2018942216114193e-05,
514
+ 1.0348159758506193e-05,
515
+ -7.495228128801995e-16,
516
+ -2.2742454028665102e-17,
517
+ -3.3013239719029976e-18,
518
+ -2.4454251643725916e-18,
519
+ 3.6681377465588873e-19,
520
+ 3.6681377465588873e-19,
521
+ -2.4454251643725917e-19,
522
+ -2.4454251643725917e-19,
523
+ -2.4454251643725917e-19
524
+ ],
525
+ "Absolute Coefficient": [
526
+ 0.09469365329498365,
527
+ 0.0797136373950064,
528
+ 0.07482252033334802,
529
+ 0.06912463258568495,
530
+ 0.06526597974710975,
531
+ 0.05568123451977838,
532
+ 0.05327905599650232,
533
+ 0.04787151382755154,
534
+ 0.04405802206148428,
535
+ 0.043144813470236236,
536
+ 0.0431346452363122,
537
+ 0.04201268829367172,
538
+ 0.04197809170007811,
539
+ 0.04044672457802503,
540
+ 0.04005787667601026,
541
+ 0.03870009951907698,
542
+ 0.03789671880794054,
543
+ 0.03484365147647307,
544
+ 0.033516685764267765,
545
+ 0.03340942090350909,
546
+ 0.0332884725018907,
547
+ 0.03307456240280326,
548
+ 0.03305428939209929,
549
+ 0.032580248854483795,
550
+ 0.03244820907719123,
551
+ 0.030461359765193204,
552
+ 0.030346418493199308,
553
+ 0.0302352320345724,
554
+ 0.03022890732490897,
555
+ 0.03021588342246071,
556
+ 0.029833729248365207,
557
+ 0.029533486327958224,
558
+ 0.029320661182747707,
559
+ 0.02918730605549446,
560
+ 0.027732480581244584,
561
+ 0.02724062235048758,
562
+ 0.02670213605185247,
563
+ 0.026317100655538123,
564
+ 0.026114257092093907,
565
+ 0.025976625771924923,
566
+ 0.025861467841047488,
567
+ 0.02562620600027442,
568
+ 0.025215199482593653,
569
+ 0.025051611271225276,
570
+ 0.024451313332273482,
571
+ 0.02366966851542061,
572
+ 0.023459612084656623,
573
+ 0.022949351187941964,
574
+ 0.021239787154777902,
575
+ 0.021067930751167342,
576
+ 0.020759074109573342,
577
+ 0.020036785786563753,
578
+ 0.020033020273639318,
579
+ 0.020008991819012407,
580
+ 0.019944265977039365,
581
+ 0.01964377622023008,
582
+ 0.019552966543225993,
583
+ 0.019489994369897724,
584
+ 0.01897931981747727,
585
+ 0.018934733970511215,
586
+ 0.018915474986891927,
587
+ 0.01882498642890298,
588
+ 0.01857532897300944,
589
+ 0.018297850054518436,
590
+ 0.017866657211853723,
591
+ 0.01785127329476517,
592
+ 0.01773537453625656,
593
+ 0.017249627968922373,
594
+ 0.01719101158424353,
595
+ 0.016873069278165394,
596
+ 0.01658127120815566,
597
+ 0.0164242137905103,
598
+ 0.01626277340637909,
599
+ 0.016136262534371358,
600
+ 0.01606294307676322,
601
+ 0.016036152067472276,
602
+ 0.016032045497542963,
603
+ 0.01598870432468356,
604
+ 0.01592500210823011,
605
+ 0.015602773984480992,
606
+ 0.015493417174434037,
607
+ 0.015077048412825806,
608
+ 0.015007456387940023,
609
+ 0.014935205893514533,
610
+ 0.014897255590519512,
611
+ 0.014895484842247685,
612
+ 0.01479489072772896,
613
+ 0.014629881511734626,
614
+ 0.014211641794288975,
615
+ 0.014091396779816327,
616
+ 0.014008184898203447,
617
+ 0.013986365708055148,
618
+ 0.013912303161721097,
619
+ 0.013831337992557086,
620
+ 0.01359400421092801,
621
+ 0.013546438448171478,
622
+ 0.013528819753514413,
623
+ 0.013499111757325532,
624
+ 0.01343916339455456,
625
+ 0.013361162968536454,
626
+ 0.013316794493048019,
627
+ 0.013196599126179572,
628
+ 0.012237609589997853,
629
+ 0.012078160629935003,
630
+ 0.011649615966002268,
631
+ 0.011299296763894465,
632
+ 0.011215170452138344,
633
+ 0.011029287131790546,
634
+ 0.01102643707979798,
635
+ 0.011008675410563428,
636
+ 0.010874751426345811,
637
+ 0.01086236877526749,
638
+ 0.010532042560550297,
639
+ 0.010291150569690441,
640
+ 0.010254628984987352,
641
+ 0.010176459155837534,
642
+ 0.010174124876822883,
643
+ 0.010155332231468531,
644
+ 0.010153685189804392,
645
+ 0.010087490983009735,
646
+ 0.009752777770004505,
647
+ 0.009541779137966722,
648
+ 0.009296609185755726,
649
+ 0.009279749812704241,
650
+ 0.009130796211848301,
651
+ 0.00901205447196391,
652
+ 0.00897437053280198,
653
+ 0.008899636078494769,
654
+ 0.008769732550137552,
655
+ 0.008702754994798625,
656
+ 0.008230613224088888,
657
+ 0.008147001368845453,
658
+ 0.007969554892779942,
659
+ 0.007939977320372684,
660
+ 0.007887856358095316,
661
+ 0.007839209332350919,
662
+ 0.0077663164814419615,
663
+ 0.007739988287236723,
664
+ 0.007429286003825024,
665
+ 0.007192782258651408,
666
+ 0.007141664362673817,
667
+ 0.00712747889578417,
668
+ 0.006828417058061731,
669
+ 0.006777504446792716,
670
+ 0.006600868907773506,
671
+ 0.006544175877418417,
672
+ 0.006479520875863986,
673
+ 0.006371453911123086,
674
+ 0.006319636024494499,
675
+ 0.006317616904863767,
676
+ 0.006291030510490509,
677
+ 0.0060190230637939485,
678
+ 0.005974695231221474,
679
+ 0.005946310998776746,
680
+ 0.005758536381913464,
681
+ 0.005736052390673255,
682
+ 0.005665406539312929,
683
+ 0.0055320212643331194,
684
+ 0.005491564520213484,
685
+ 0.005450472218817633,
686
+ 0.005433224481993357,
687
+ 0.005364948978600451,
688
+ 0.005169946046898676,
689
+ 0.005139148886148971,
690
+ 0.005088983350768561,
691
+ 0.005041483098482451,
692
+ 0.004918579827226051,
693
+ 0.004550035546448144,
694
+ 0.0045409129584013065,
695
+ 0.0044508494397183474,
696
+ 0.004425233405575477,
697
+ 0.004314628681246099,
698
+ 0.0042725208970938065,
699
+ 0.004228282874435595,
700
+ 0.004063288712506732,
701
+ 0.003992911800894823,
702
+ 0.003955216096964762,
703
+ 0.0038706302461677853,
704
+ 0.003726979492159435,
705
+ 0.0037050903683749155,
706
+ 0.003692463146848712,
707
+ 0.0036192011391094135,
708
+ 0.003604470506864667,
709
+ 0.0035767515319994614,
710
+ 0.003524341214700389,
711
+ 0.0035027010409798115,
712
+ 0.0033205304398056163,
713
+ 0.003271865175553154,
714
+ 0.002907579418415971,
715
+ 0.0028282980856221018,
716
+ 0.002776865741151727,
717
+ 0.002647317560301863,
718
+ 0.002593936935438931,
719
+ 0.0025470423666639898,
720
+ 0.0024634044038369025,
721
+ 0.002261147099794833,
722
+ 0.0022241971231315716,
723
+ 0.0021953165829456662,
724
+ 0.0021911354723495808,
725
+ 0.002084402623312818,
726
+ 0.0020606344097579285,
727
+ 0.0018638193734572207,
728
+ 0.0018518765777953182,
729
+ 0.0018435453270111953,
730
+ 0.001841901610853664,
731
+ 0.0018090572911674198,
732
+ 0.001713768023461588,
733
+ 0.0015603961198852312,
734
+ 0.0014812930673400347,
735
+ 0.0014550195943421082,
736
+ 0.0013627032984851717,
737
+ 0.0013503437261510147,
738
+ 0.001285468414149187,
739
+ 0.001056035318014419,
740
+ 0.0009989063649455728,
741
+ 0.0009905440132007045,
742
+ 0.0009472351044239514,
743
+ 0.0009178005048252213,
744
+ 0.000810576773778009,
745
+ 0.0008031074208584139,
746
+ 0.0007500233782556948,
747
+ 0.0007152974891462713,
748
+ 0.000670936464760267,
749
+ 0.0006611869481301612,
750
+ 0.000657936097792641,
751
+ 0.0006503216092106905,
752
+ 0.0006485280316313241,
753
+ 0.0005504861559890102,
754
+ 0.0004901079562926739,
755
+ 0.0004873245762266096,
756
+ 0.00045318906653051954,
757
+ 0.0004273307882533476,
758
+ 0.0004192897159169757,
759
+ 0.0003966190037645708,
760
+ 0.00037177678764976007,
761
+ 0.00036050432172290547,
762
+ 0.0003350169311841044,
763
+ 0.0003263129011794791,
764
+ 0.0003064335290408425,
765
+ 0.0002882022168612577,
766
+ 0.00027057834363007264,
767
+ 0.0002063275979836891,
768
+ 0.0001721207938287305,
769
+ 0.00014366636633335363,
770
+ 9.227519538046667e-05,
771
+ 8.828178334145045e-05,
772
+ 7.900794333523639e-05,
773
+ 1.2979797273418204e-05,
774
+ 1.2018942216114193e-05,
775
+ 1.0348159758506193e-05,
776
+ 7.495228128801995e-16,
777
+ 2.2742454028665102e-17,
778
+ 3.3013239719029976e-18,
779
+ 2.4454251643725916e-18,
780
+ 3.6681377465588873e-19,
781
+ 3.6681377465588873e-19,
782
+ 2.4454251643725917e-19,
783
+ 2.4454251643725917e-19,
784
+ 2.4454251643725917e-19
785
+ ]
786
+ },
787
+ "cv_performance": {
788
+ "prediction": {
789
+ "accuracy": 75.11111111111111,
790
+ "precision": 73.23344138521618,
791
+ "recall": 98.6405529953917,
792
+ "f1": 83.93961980048937
793
+ },
794
+ "selection": {
795
+ "precision": 0.6775589977972858,
796
+ "recall": 1.917808219178082,
797
+ "f1": 1.0012595427186892,
798
+ "jaccard": 0.5044772651133442
799
+ }
800
+ }
801
+ }
p3/regress/Huntingtons_Disease/significant_genes_condition_Schizophrenia.json ADDED
@@ -0,0 +1,555 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "significant_genes": {
3
+ "Variable": [
4
+ "PEX6",
5
+ "PDPR",
6
+ "IGKV1-37",
7
+ "GABPB1-AS1",
8
+ "ZNF662",
9
+ "PDCL",
10
+ "IL13",
11
+ "RBAKDN",
12
+ "PPM1L",
13
+ "DOCK5",
14
+ "CAV1",
15
+ "FAF2",
16
+ "NPR2",
17
+ "SNHG19",
18
+ "RPL34",
19
+ "TRAJ20",
20
+ "CRLF1",
21
+ "TMTC4",
22
+ "GGTLC1",
23
+ "KCNK12",
24
+ "RAB5B",
25
+ "DRG1",
26
+ "TSC1",
27
+ "CLYBL",
28
+ "MARCHF10",
29
+ "DRC1",
30
+ "KRT25",
31
+ "RTF2",
32
+ "TLL1",
33
+ "LMTK3",
34
+ "CAPN11",
35
+ "BRPF3",
36
+ "HOXA7",
37
+ "STX18",
38
+ "FOXA2",
39
+ "CLEC4D",
40
+ "FAM187B",
41
+ "TSG101",
42
+ "ZNF154",
43
+ "SPPL3",
44
+ "FCN2",
45
+ "HIP1",
46
+ "ZNF708",
47
+ "ZNF135",
48
+ "RNF217",
49
+ "ADAMTSL1",
50
+ "RAB5C",
51
+ "SH3TC1",
52
+ "UVSSA",
53
+ "TMOD2",
54
+ "CEP290",
55
+ "SOX15",
56
+ "CAST",
57
+ "EDDM3A",
58
+ "FBXL2",
59
+ "PLCD1",
60
+ "EPN3",
61
+ "FGD6",
62
+ "SNHG10",
63
+ "PHF8",
64
+ "TRPM5",
65
+ "RSRC1",
66
+ "WDR90",
67
+ "ATIC",
68
+ "AOC3",
69
+ "C3AR1",
70
+ "LTC4S",
71
+ "FPR3",
72
+ "ZNF552",
73
+ "KRTAP4-2",
74
+ "TUSC7",
75
+ "DGKQ",
76
+ "BIRC3",
77
+ "IGF2BP3",
78
+ "TEN1",
79
+ "GUSBP5",
80
+ "ZIC4",
81
+ "EBPL",
82
+ "GGT1",
83
+ "CORIN",
84
+ "GNG3",
85
+ "INTS11",
86
+ "PODN",
87
+ "PTPN1",
88
+ "TIPRL",
89
+ "PUS3",
90
+ "ABLIM2",
91
+ "ADGRB3",
92
+ "SERP2",
93
+ "PSPN",
94
+ "TAS2R41",
95
+ "GBP3",
96
+ "CHRNA9",
97
+ "RACK1",
98
+ "MMUT",
99
+ "BPIFC",
100
+ "TGFB3",
101
+ "HK3",
102
+ "LONP2",
103
+ "CYP2C19",
104
+ "SLC35A3",
105
+ "PAQR5",
106
+ "GRIK1-AS1",
107
+ "NCBP2AS2",
108
+ "IFT81",
109
+ "KCNJ1",
110
+ "RNF39",
111
+ "TCERG1L",
112
+ "TMEM139",
113
+ "TAC1",
114
+ "SLC39A4",
115
+ "NPY",
116
+ "PDE2A",
117
+ "SNAP25",
118
+ "FHIP1A",
119
+ "GGTLC2",
120
+ "PITPNB",
121
+ "SCLY",
122
+ "PWP1",
123
+ "NEUROD2",
124
+ "EFCAB11",
125
+ "FGF7P6",
126
+ "PCSK1",
127
+ "WNT16",
128
+ "MLLT10P1",
129
+ "DIO1",
130
+ "ZUP1",
131
+ "MOGAT2",
132
+ "APOA5",
133
+ "MLNR",
134
+ "ZFR",
135
+ "MPL",
136
+ "ZDHHC6",
137
+ "SFRP5",
138
+ "GDA",
139
+ "LIPI",
140
+ "RPL39",
141
+ "TTI1",
142
+ "H6PD",
143
+ "AQP7",
144
+ "LTA",
145
+ "MIR146A",
146
+ "ZSCAN2",
147
+ "DDX17",
148
+ "CPN1",
149
+ "GABPB2",
150
+ "H1-10-AS1",
151
+ "CACNA2D2",
152
+ "ZNF843",
153
+ "PRKG1-AS1",
154
+ "ALAS2",
155
+ "C4orf36",
156
+ "TEX55",
157
+ "CRYGB",
158
+ "ANKRD2",
159
+ "AKAP12",
160
+ "PRAP1",
161
+ "SPATA6",
162
+ "SART3",
163
+ "RHOT1",
164
+ "CTNNBIP1",
165
+ "ZNF528",
166
+ "TLCD3A",
167
+ "ARHGEF38",
168
+ "SLC18A2",
169
+ "SLC22A31",
170
+ "GCA",
171
+ "SNORD95",
172
+ "KISS1",
173
+ "HHLA2",
174
+ "PIANP",
175
+ "CFAP97D1",
176
+ "CLIC3",
177
+ "NUDT17",
178
+ "ANKRD55",
179
+ "SLC10A1",
180
+ "SNAP47"
181
+ ],
182
+ "Coefficient": [
183
+ 0.08251907072186881,
184
+ 0.053408381953083714,
185
+ -0.04577405867176813,
186
+ 0.04208767779134559,
187
+ 0.041390898344655244,
188
+ 0.0404758959074315,
189
+ 0.03803135074374389,
190
+ -0.03741992334011643,
191
+ 0.037329597661197304,
192
+ 0.03639339364260529,
193
+ -0.03598659807236243,
194
+ 0.03526950976479958,
195
+ -0.034490293624278835,
196
+ -0.03391404816279604,
197
+ -0.030817534640967405,
198
+ -0.030100291455662356,
199
+ -0.029471032891002547,
200
+ 0.028480128890483392,
201
+ 0.026145241992235415,
202
+ -0.025408518746660533,
203
+ 0.025314282537812142,
204
+ -0.024804637557303617,
205
+ -0.024752654812771502,
206
+ 0.02364886314525949,
207
+ 0.022596397810336767,
208
+ -0.022505007917789487,
209
+ 0.022266916690209224,
210
+ -0.022089718543827838,
211
+ -0.02142038896857266,
212
+ 0.0214132890631268,
213
+ -0.021145396493393285,
214
+ -0.01989940696379439,
215
+ -0.019830344870379435,
216
+ -0.01980924685452352,
217
+ -0.01918598625620426,
218
+ -0.01901843442110301,
219
+ -0.018841479380379736,
220
+ 0.018448892612711362,
221
+ 0.017799559719630445,
222
+ -0.017456941119223173,
223
+ 0.01707705167559416,
224
+ 0.01699175815422959,
225
+ -0.016972417623268753,
226
+ -0.016937565132679962,
227
+ -0.016626670102987413,
228
+ -0.015781025661509254,
229
+ 0.015559415861176531,
230
+ 0.015240494778240837,
231
+ 0.014794095681710064,
232
+ -0.014665609750920329,
233
+ 0.01460156721015511,
234
+ -0.014466590209046807,
235
+ 0.013966442553301761,
236
+ 0.013002741693782266,
237
+ -0.012793693527832639,
238
+ 0.012755776923783496,
239
+ 0.012621924940512178,
240
+ 0.012171062289370241,
241
+ 0.011937645799026068,
242
+ -0.011910018092375713,
243
+ -0.011811297589780412,
244
+ -0.011784452518199236,
245
+ -0.01161153313941083,
246
+ -0.011510499326114141,
247
+ 0.01137148153519384,
248
+ -0.011348303152957569,
249
+ 0.01112444581779275,
250
+ 0.011083138748279604,
251
+ -0.010910975624545469,
252
+ -0.01072502919237279,
253
+ -0.01044922129953265,
254
+ 0.010381765725644584,
255
+ 0.009701931348165124,
256
+ 0.009631972034920125,
257
+ 0.009572252470389595,
258
+ 0.009190065630233363,
259
+ -0.008865654733270403,
260
+ -0.008699259717356096,
261
+ 0.008500363785438452,
262
+ -0.008079264762728858,
263
+ -0.008062073322536473,
264
+ -0.008033190709269203,
265
+ -0.007870724597744152,
266
+ 0.007865765900027346,
267
+ 0.007692896853304019,
268
+ -0.007491243487997367,
269
+ 0.007481149191312005,
270
+ 0.006502612947848987,
271
+ 0.006028124779145779,
272
+ -0.00601802415672668,
273
+ -0.005980040394363457,
274
+ -0.0057025519083117125,
275
+ 0.005658070232081945,
276
+ -0.005609963488530839,
277
+ 0.005551312002516909,
278
+ -0.0052926665481793185,
279
+ -0.005019959770954704,
280
+ -0.004913887551365634,
281
+ -0.00479359714901914,
282
+ -0.00469407823858748,
283
+ -0.004679977175542557,
284
+ -0.0045762210168360596,
285
+ 0.004486469423198538,
286
+ -0.004473970911309565,
287
+ -0.004256426005766526,
288
+ -0.004252665574633041,
289
+ 0.0042470175234412605,
290
+ 0.004226047252038864,
291
+ -0.004148414484565832,
292
+ -0.004006152747866449,
293
+ -0.003975520087630659,
294
+ -0.003969840879974103,
295
+ -0.003961966625795326,
296
+ -0.003921298647342229,
297
+ -0.00386747270193808,
298
+ 0.0037258279054102443,
299
+ 0.0036136329791423396,
300
+ -0.003578891672714827,
301
+ 0.003530390204508232,
302
+ 0.0034735266638684253,
303
+ -0.003468850933768772,
304
+ -0.003365119411616781,
305
+ 0.0033225025590399547,
306
+ -0.0032476607180934626,
307
+ 0.0031563228185780053,
308
+ -0.003026226486017557,
309
+ -0.0030205316650782185,
310
+ -0.002997315683059824,
311
+ 0.0029544620319400935,
312
+ 0.0029517994199324015,
313
+ 0.0029296080023156717,
314
+ 0.002912722885571762,
315
+ -0.00284439994325749,
316
+ -0.00283181230988315,
317
+ -0.002829433852150246,
318
+ -0.0027122326439054157,
319
+ -0.002634778405152658,
320
+ -0.002609563670747348,
321
+ -0.0025227000842717867,
322
+ 0.0024509192627544057,
323
+ 0.002243558872741431,
324
+ 0.002183742546042008,
325
+ 0.0021197740750589543,
326
+ 0.0020373194675860577,
327
+ -0.001989272104524223,
328
+ -0.0018880527263146693,
329
+ -0.0015636525237305561,
330
+ 0.0014468745942954875,
331
+ 0.0013946730648241794,
332
+ 0.0013803922731135381,
333
+ -0.00132253658237852,
334
+ -0.0012808286926001395,
335
+ -0.0012615145603285505,
336
+ 0.0011627995692997221,
337
+ -0.0010594572204705088,
338
+ 0.0009944325065890651,
339
+ 0.0009740311879676917,
340
+ 0.000941080757042391,
341
+ 0.0008198941183955468,
342
+ -0.0008166695019344535,
343
+ 0.0007860675065341262,
344
+ 0.000700176527706084,
345
+ 0.0006240813084588771,
346
+ -0.0005419512464431553,
347
+ -0.0005147472729926844,
348
+ 0.00047835996528495785,
349
+ -0.0004681602962932355,
350
+ -0.00043276383448889055,
351
+ 0.000367321678269233,
352
+ -0.00029306835527854655,
353
+ 0.00027248685082257375,
354
+ -0.00022596866653921147,
355
+ 0.00018351731428580112,
356
+ -0.00014180588891821465,
357
+ -0.00012441171655218862,
358
+ -6.151211933157665e-05,
359
+ -2.709050377132426e-05
360
+ ],
361
+ "Absolute Coefficient": [
362
+ 0.08251907072186881,
363
+ 0.053408381953083714,
364
+ 0.04577405867176813,
365
+ 0.04208767779134559,
366
+ 0.041390898344655244,
367
+ 0.0404758959074315,
368
+ 0.03803135074374389,
369
+ 0.03741992334011643,
370
+ 0.037329597661197304,
371
+ 0.03639339364260529,
372
+ 0.03598659807236243,
373
+ 0.03526950976479958,
374
+ 0.034490293624278835,
375
+ 0.03391404816279604,
376
+ 0.030817534640967405,
377
+ 0.030100291455662356,
378
+ 0.029471032891002547,
379
+ 0.028480128890483392,
380
+ 0.026145241992235415,
381
+ 0.025408518746660533,
382
+ 0.025314282537812142,
383
+ 0.024804637557303617,
384
+ 0.024752654812771502,
385
+ 0.02364886314525949,
386
+ 0.022596397810336767,
387
+ 0.022505007917789487,
388
+ 0.022266916690209224,
389
+ 0.022089718543827838,
390
+ 0.02142038896857266,
391
+ 0.0214132890631268,
392
+ 0.021145396493393285,
393
+ 0.01989940696379439,
394
+ 0.019830344870379435,
395
+ 0.01980924685452352,
396
+ 0.01918598625620426,
397
+ 0.01901843442110301,
398
+ 0.018841479380379736,
399
+ 0.018448892612711362,
400
+ 0.017799559719630445,
401
+ 0.017456941119223173,
402
+ 0.01707705167559416,
403
+ 0.01699175815422959,
404
+ 0.016972417623268753,
405
+ 0.016937565132679962,
406
+ 0.016626670102987413,
407
+ 0.015781025661509254,
408
+ 0.015559415861176531,
409
+ 0.015240494778240837,
410
+ 0.014794095681710064,
411
+ 0.014665609750920329,
412
+ 0.01460156721015511,
413
+ 0.014466590209046807,
414
+ 0.013966442553301761,
415
+ 0.013002741693782266,
416
+ 0.012793693527832639,
417
+ 0.012755776923783496,
418
+ 0.012621924940512178,
419
+ 0.012171062289370241,
420
+ 0.011937645799026068,
421
+ 0.011910018092375713,
422
+ 0.011811297589780412,
423
+ 0.011784452518199236,
424
+ 0.01161153313941083,
425
+ 0.011510499326114141,
426
+ 0.01137148153519384,
427
+ 0.011348303152957569,
428
+ 0.01112444581779275,
429
+ 0.011083138748279604,
430
+ 0.010910975624545469,
431
+ 0.01072502919237279,
432
+ 0.01044922129953265,
433
+ 0.010381765725644584,
434
+ 0.009701931348165124,
435
+ 0.009631972034920125,
436
+ 0.009572252470389595,
437
+ 0.009190065630233363,
438
+ 0.008865654733270403,
439
+ 0.008699259717356096,
440
+ 0.008500363785438452,
441
+ 0.008079264762728858,
442
+ 0.008062073322536473,
443
+ 0.008033190709269203,
444
+ 0.007870724597744152,
445
+ 0.007865765900027346,
446
+ 0.007692896853304019,
447
+ 0.007491243487997367,
448
+ 0.007481149191312005,
449
+ 0.006502612947848987,
450
+ 0.006028124779145779,
451
+ 0.00601802415672668,
452
+ 0.005980040394363457,
453
+ 0.0057025519083117125,
454
+ 0.005658070232081945,
455
+ 0.005609963488530839,
456
+ 0.005551312002516909,
457
+ 0.0052926665481793185,
458
+ 0.005019959770954704,
459
+ 0.004913887551365634,
460
+ 0.00479359714901914,
461
+ 0.00469407823858748,
462
+ 0.004679977175542557,
463
+ 0.0045762210168360596,
464
+ 0.004486469423198538,
465
+ 0.004473970911309565,
466
+ 0.004256426005766526,
467
+ 0.004252665574633041,
468
+ 0.0042470175234412605,
469
+ 0.004226047252038864,
470
+ 0.004148414484565832,
471
+ 0.004006152747866449,
472
+ 0.003975520087630659,
473
+ 0.003969840879974103,
474
+ 0.003961966625795326,
475
+ 0.003921298647342229,
476
+ 0.00386747270193808,
477
+ 0.0037258279054102443,
478
+ 0.0036136329791423396,
479
+ 0.003578891672714827,
480
+ 0.003530390204508232,
481
+ 0.0034735266638684253,
482
+ 0.003468850933768772,
483
+ 0.003365119411616781,
484
+ 0.0033225025590399547,
485
+ 0.0032476607180934626,
486
+ 0.0031563228185780053,
487
+ 0.003026226486017557,
488
+ 0.0030205316650782185,
489
+ 0.002997315683059824,
490
+ 0.0029544620319400935,
491
+ 0.0029517994199324015,
492
+ 0.0029296080023156717,
493
+ 0.002912722885571762,
494
+ 0.00284439994325749,
495
+ 0.00283181230988315,
496
+ 0.002829433852150246,
497
+ 0.0027122326439054157,
498
+ 0.002634778405152658,
499
+ 0.002609563670747348,
500
+ 0.0025227000842717867,
501
+ 0.0024509192627544057,
502
+ 0.002243558872741431,
503
+ 0.002183742546042008,
504
+ 0.0021197740750589543,
505
+ 0.0020373194675860577,
506
+ 0.001989272104524223,
507
+ 0.0018880527263146693,
508
+ 0.0015636525237305561,
509
+ 0.0014468745942954875,
510
+ 0.0013946730648241794,
511
+ 0.0013803922731135381,
512
+ 0.00132253658237852,
513
+ 0.0012808286926001395,
514
+ 0.0012615145603285505,
515
+ 0.0011627995692997221,
516
+ 0.0010594572204705088,
517
+ 0.0009944325065890651,
518
+ 0.0009740311879676917,
519
+ 0.000941080757042391,
520
+ 0.0008198941183955468,
521
+ 0.0008166695019344535,
522
+ 0.0007860675065341262,
523
+ 0.000700176527706084,
524
+ 0.0006240813084588771,
525
+ 0.0005419512464431553,
526
+ 0.0005147472729926844,
527
+ 0.00047835996528495785,
528
+ 0.0004681602962932355,
529
+ 0.00043276383448889055,
530
+ 0.000367321678269233,
531
+ 0.00029306835527854655,
532
+ 0.00027248685082257375,
533
+ 0.00022596866653921147,
534
+ 0.00018351731428580112,
535
+ 0.00014180588891821465,
536
+ 0.00012441171655218862,
537
+ 6.151211933157665e-05,
538
+ 2.709050377132426e-05
539
+ ]
540
+ },
541
+ "cv_performance": {
542
+ "prediction": {
543
+ "accuracy": 76.00000000000001,
544
+ "precision": 74.87392900856793,
545
+ "recall": 96.70506912442396,
546
+ "f1": 84.17176668417747
547
+ },
548
+ "selection": {
549
+ "precision": 0.507540303630691,
550
+ "recall": 1.095890410958904,
551
+ "f1": 0.6936527952374775,
552
+ "jaccard": 0.34833712337371636
553
+ }
554
+ }
555
+ }
p3/regress/Huntingtons_Disease/significant_genes_condition_Type_1_Diabetes.json ADDED
@@ -0,0 +1,783 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "significant_genes": {
3
+ "Variable": [
4
+ "CTAG1A",
5
+ "FGF7P6",
6
+ "NDUFB11",
7
+ "BNIP3L",
8
+ "CAST",
9
+ "SLC35A3",
10
+ "RBM10",
11
+ "LMTK3",
12
+ "NIPA2",
13
+ "C15orf40",
14
+ "ZIC1",
15
+ "NEUROD2",
16
+ "IFITM2",
17
+ "FBXL2",
18
+ "GABPB1-AS1",
19
+ "USP10",
20
+ "SART3",
21
+ "MPV17L",
22
+ "SOX15",
23
+ "FAM187B",
24
+ "CAV1",
25
+ "RTF2",
26
+ "ZNF662",
27
+ "CCS",
28
+ "TTYH1",
29
+ "LHCGR",
30
+ "SKIC3",
31
+ "PDCL",
32
+ "TTI1",
33
+ "PPM1L",
34
+ "MARCHF10",
35
+ "CCP110",
36
+ "SLC43A2",
37
+ "SELENOM",
38
+ "ZNF552",
39
+ "GTPBP10",
40
+ "CUTALP",
41
+ "IGKV1-37",
42
+ "KLHL14",
43
+ "MEA1",
44
+ "CYP2C19",
45
+ "ABLIM2",
46
+ "MGRN1",
47
+ "COL11A1",
48
+ "AHCTF1P1",
49
+ "STX18",
50
+ "NPEPL1",
51
+ "FHIP1A",
52
+ "STX12",
53
+ "FAM169A",
54
+ "IGSF10",
55
+ "GXYLT2",
56
+ "NPY",
57
+ "ERGIC1",
58
+ "ZNF528",
59
+ "GRIK1",
60
+ "KDR",
61
+ "LDOC1",
62
+ "TRMT12",
63
+ "MLNR",
64
+ "SFRP5",
65
+ "LAMP3",
66
+ "PTPN1",
67
+ "LEMD2",
68
+ "PPP5D1P",
69
+ "RN7SKP150",
70
+ "MSTO2P",
71
+ "NUP35",
72
+ "KCNJ1",
73
+ "FIGN",
74
+ "EIF4A2",
75
+ "PYCR3",
76
+ "PDZD9",
77
+ "FBXO28",
78
+ "TRIM48",
79
+ "AURKC",
80
+ "KIF1B",
81
+ "RAB40C",
82
+ "ALKBH4",
83
+ "CEP290",
84
+ "COL11A2",
85
+ "OMA1",
86
+ "RASSF2",
87
+ "TPTE",
88
+ "PPP1R10",
89
+ "C17orf99",
90
+ "NEUROD1",
91
+ "HHLA2",
92
+ "ADGRG7",
93
+ "ZNF843",
94
+ "TENM4",
95
+ "PHYH",
96
+ "CAPN11",
97
+ "GNG5",
98
+ "MIR21",
99
+ "FCN2",
100
+ "CSTF1",
101
+ "SPAG8",
102
+ "METTL21EP",
103
+ "L2HGDH",
104
+ "CCR7",
105
+ "ZUP1",
106
+ "CGNL1",
107
+ "FCER1G",
108
+ "RNF13",
109
+ "TMEM40",
110
+ "RCOR1",
111
+ "TTTY7B",
112
+ "USPL1",
113
+ "SLC25A15",
114
+ "MIR4691",
115
+ "SCARF1",
116
+ "GSR",
117
+ "KRTAP4-2",
118
+ "HSD11B2",
119
+ "G3BP1",
120
+ "B3GNT3",
121
+ "PYGB",
122
+ "PEX6",
123
+ "IL13",
124
+ "ZNF281",
125
+ "CYP1B1-AS1",
126
+ "ADAMTSL1",
127
+ "AQP7",
128
+ "NPM1P22",
129
+ "ZBTB24",
130
+ "LRP5",
131
+ "TMEM262",
132
+ "CHP1",
133
+ "GAGE1",
134
+ "FAM161A",
135
+ "ZSCAN1",
136
+ "FAM181A",
137
+ "RAB5B",
138
+ "FAF2",
139
+ "SPEF1",
140
+ "ADIPOQ",
141
+ "TLL1",
142
+ "KLRC4",
143
+ "PDPR",
144
+ "ZKSCAN1",
145
+ "CRABP2",
146
+ "RBAKDN",
147
+ "UPK2",
148
+ "TRAJ20",
149
+ "VWA5A",
150
+ "IGLV1-44",
151
+ "MTMR10",
152
+ "NCBP2AS2",
153
+ "MAB21L3",
154
+ "TCF7L1",
155
+ "TRBV5-2",
156
+ "IDI2",
157
+ "TUBB1",
158
+ "PAX7",
159
+ "TPGS2",
160
+ "RFX6",
161
+ "TAS2R50",
162
+ "CTSE",
163
+ "FSCN2",
164
+ "KCNK12",
165
+ "ZFR",
166
+ "MIR205",
167
+ "C1S",
168
+ "SFTA3",
169
+ "ALAS2",
170
+ "SIK2",
171
+ "DNAI1",
172
+ "DRG1",
173
+ "ZNF596",
174
+ "ZNF7",
175
+ "CPE",
176
+ "SPTBN2",
177
+ "SELENBP1",
178
+ "MAP1LC3B2",
179
+ "NDUFS8",
180
+ "AP5B1",
181
+ "TCF20",
182
+ "XPA",
183
+ "TMEM220",
184
+ "CIMIP5",
185
+ "PTCHD4",
186
+ "TYMP",
187
+ "FOXA2",
188
+ "MMUT",
189
+ "MRFAP1",
190
+ "FBN3",
191
+ "LRATD2",
192
+ "SLC47A2",
193
+ "C3AR1",
194
+ "ASXL2",
195
+ "TWIST1",
196
+ "BBS9",
197
+ "GDA",
198
+ "HMGA1P4",
199
+ "ATIC",
200
+ "PDE6D",
201
+ "DLX3",
202
+ "ALLC",
203
+ "FAM20B",
204
+ "ENDOV",
205
+ "SRSF5",
206
+ "DECR1",
207
+ "PRSS2",
208
+ "GJB3",
209
+ "YEATS2",
210
+ "ANKRD27",
211
+ "NARF",
212
+ "NFATC4",
213
+ "PTPRR",
214
+ "RENBP",
215
+ "OR6W1P",
216
+ "FKBP8",
217
+ "XAB2",
218
+ "CDCA7L",
219
+ "CCDC154",
220
+ "CENPQ",
221
+ "APEX1",
222
+ "ZGLP1",
223
+ "PRSS30P",
224
+ "ZBTB33",
225
+ "SUGP1",
226
+ "SLC13A1",
227
+ "SATB2",
228
+ "TRIR",
229
+ "XKRX",
230
+ "HMGCLL1",
231
+ "SLC39A11",
232
+ "GCC2",
233
+ "NBL1",
234
+ "SYNPO2L",
235
+ "METTL25B",
236
+ "OR8G1",
237
+ "HNRNPL",
238
+ "ZNF28",
239
+ "PDE6H",
240
+ "YPEL5",
241
+ "IGLV6-57",
242
+ "TSFM",
243
+ "DDX17",
244
+ "PAPSS1",
245
+ "ACVRL1",
246
+ "NPR2",
247
+ "OR52K3P",
248
+ "CLINT1",
249
+ "NUDT11",
250
+ "RDH11",
251
+ "PLCE1",
252
+ "ACOT12",
253
+ "MIR7113",
254
+ "IGKV1D-37",
255
+ "TRAV36DV7",
256
+ "CTAG1B"
257
+ ],
258
+ "Coefficient": [
259
+ -0.09419070775803619,
260
+ -0.0792221402493941,
261
+ -0.07374749065944448,
262
+ 0.068978160320963,
263
+ 0.06580017169171175,
264
+ -0.05660648321926326,
265
+ -0.053476308001783934,
266
+ 0.046371003038483856,
267
+ 0.043853141167464076,
268
+ -0.043463051585046215,
269
+ 0.04275152688942081,
270
+ 0.042711414539075225,
271
+ 0.04128169033878432,
272
+ -0.040282852449517806,
273
+ 0.03958021736462705,
274
+ 0.03955960168879802,
275
+ 0.03923574725296383,
276
+ 0.03859549605838293,
277
+ -0.037931632065762236,
278
+ -0.03704457810266424,
279
+ -0.03649913944619378,
280
+ -0.03577692321567404,
281
+ 0.03466475267063284,
282
+ -0.03411300243391592,
283
+ 0.032987017423641636,
284
+ -0.03199315836797874,
285
+ 0.031227731950257253,
286
+ 0.030219396299281782,
287
+ -0.030021823398909728,
288
+ 0.02907839710269772,
289
+ 0.028511446656208868,
290
+ -0.028110949122852794,
291
+ 0.027780092465304065,
292
+ 0.02774085853787409,
293
+ -0.027269070668260974,
294
+ -0.026966500298746435,
295
+ 0.0268545351240755,
296
+ -0.02671467025520884,
297
+ 0.026611463524091352,
298
+ -0.02604309649288576,
299
+ -0.025848432877226588,
300
+ 0.02545160631338623,
301
+ -0.02513537170349796,
302
+ -0.02451729724332835,
303
+ 0.024424434987746275,
304
+ -0.024340178979716996,
305
+ 0.024224666146610885,
306
+ -0.024211662928402544,
307
+ 0.023430208404071746,
308
+ 0.022620877591697792,
309
+ -0.022268833182973097,
310
+ 0.022138877726766894,
311
+ -0.02151136569113295,
312
+ 0.021196625661801298,
313
+ 0.020867939418255464,
314
+ 0.020152125547862478,
315
+ 0.020086666545265367,
316
+ 0.01964675313196118,
317
+ 0.018473855998764954,
318
+ 0.01816247233024759,
319
+ -0.017721807638218925,
320
+ 0.017673722265118794,
321
+ 0.017616326938317245,
322
+ -0.017514723095406973,
323
+ 0.017445878554038157,
324
+ -0.01739604184788652,
325
+ 0.016968655149509026,
326
+ -0.016932636981828047,
327
+ -0.01683178619867328,
328
+ 0.016772336726601854,
329
+ 0.016626754254351464,
330
+ 0.016407929135628534,
331
+ -0.016356643607237407,
332
+ -0.016349652430772875,
333
+ 0.016300548171119894,
334
+ -0.01616059455523853,
335
+ 0.016002326484848155,
336
+ 0.01582653300921762,
337
+ -0.015598652046689714,
338
+ 0.015481437097988233,
339
+ -0.015326834649011363,
340
+ -0.015305886962304616,
341
+ 0.01494926598020471,
342
+ -0.014921508919924794,
343
+ 0.014384589190157329,
344
+ 0.01433314173590065,
345
+ -0.014170317109260443,
346
+ -0.013586370223166177,
347
+ 0.013517452204476936,
348
+ 0.013497368983764132,
349
+ 0.013363373519444654,
350
+ 0.013214803178806071,
351
+ -0.013000460545863296,
352
+ 0.012910504627534972,
353
+ 0.012879370625797174,
354
+ 0.012876531996763122,
355
+ -0.012760455285855994,
356
+ 0.012668476807230971,
357
+ 0.012502144680231864,
358
+ -0.012414463162600331,
359
+ 0.012238763180592827,
360
+ -0.012201184282782574,
361
+ 0.012031283020180233,
362
+ 0.01145400566130802,
363
+ 0.011306228408721121,
364
+ -0.01112726443895275,
365
+ -0.011031075596119927,
366
+ -0.010952954054934518,
367
+ 0.010878971014264898,
368
+ 0.010701529714674933,
369
+ -0.010469841315773628,
370
+ 0.010464874962543476,
371
+ -0.010385579187187214,
372
+ -0.0099831813455336,
373
+ -0.009814410210858512,
374
+ 0.009802400001107518,
375
+ 0.009773913329681382,
376
+ 0.009458995682635194,
377
+ 0.009454536612542473,
378
+ 0.009365698767582979,
379
+ 0.009342274015267313,
380
+ -0.009063857101182394,
381
+ -0.008911348381745926,
382
+ 0.00882490740673311,
383
+ -0.00870311443372872,
384
+ 0.008637418800752108,
385
+ 0.00855149973455151,
386
+ -0.008484413062715268,
387
+ 0.008469222055336817,
388
+ 0.008235982463302583,
389
+ -0.008195180612477463,
390
+ -0.00812009087411382,
391
+ -0.008054771916328841,
392
+ 0.008034697214987632,
393
+ 0.00787924164459652,
394
+ -0.0075666038271597,
395
+ 0.0074272522253658515,
396
+ -0.007315910536146832,
397
+ 0.007189820366061211,
398
+ 0.0071040243008289265,
399
+ 0.007073369680544416,
400
+ -0.006890102171039174,
401
+ -0.006867366539561376,
402
+ -0.006735411404088517,
403
+ -0.006734698201370533,
404
+ 0.006681574407085035,
405
+ 0.00662782611049463,
406
+ -0.006551396869774377,
407
+ -0.006397164709771714,
408
+ -0.006349573271723675,
409
+ -0.006310784914252961,
410
+ 0.006276209964324152,
411
+ 0.006086212082854707,
412
+ 0.0058221768241167845,
413
+ -0.0057622467254232,
414
+ 0.005628914157855363,
415
+ -0.005513981366477207,
416
+ 0.005485648069762843,
417
+ 0.005474038153983202,
418
+ -0.005086465610864467,
419
+ -0.004885518143742789,
420
+ 0.0047747244346783855,
421
+ 0.004754759405640825,
422
+ -0.004640102015007642,
423
+ 0.004572900887715542,
424
+ -0.004533547085768088,
425
+ -0.004385284212789161,
426
+ -0.004322847731101318,
427
+ -0.00422540394372572,
428
+ 0.004166041801475613,
429
+ -0.004148574263115215,
430
+ -0.00414532290280117,
431
+ -0.003921400040895832,
432
+ 0.0038960603644070573,
433
+ 0.0038630760893669383,
434
+ -0.0038350498391821306,
435
+ -0.003768308313071775,
436
+ -0.003685646061683892,
437
+ 0.0035807169074916355,
438
+ 0.003484564984763987,
439
+ 0.0034752306833454377,
440
+ 0.003315284448503865,
441
+ 0.003284705894366458,
442
+ -0.0032068294109004404,
443
+ 0.0031502277874505785,
444
+ 0.0031436308240333616,
445
+ 0.0031271331975786577,
446
+ -0.003074831660371267,
447
+ -0.0029915493566488706,
448
+ -0.0029800019893676585,
449
+ 0.0029798882918628234,
450
+ -0.002974441467646696,
451
+ 0.002945302163307913,
452
+ -0.0029173340513757133,
453
+ -0.0026534958072083168,
454
+ -0.0025826278680885772,
455
+ -0.0025471756371059726,
456
+ -0.0025136838264281243,
457
+ -0.002352992275569906,
458
+ -0.002325567572265213,
459
+ 0.0022811919728277373,
460
+ -0.0022374744577924916,
461
+ 0.002206453713277712,
462
+ 0.0020186826316913485,
463
+ -0.0019716705850216496,
464
+ -0.00178263924304143,
465
+ -0.0016683693722606993,
466
+ 0.0016482019018206132,
467
+ -0.0016379507898509106,
468
+ -0.0016238623070153227,
469
+ 0.0014391183433148447,
470
+ -0.0013687409090366001,
471
+ -0.001346816264427788,
472
+ -0.0013168221912434831,
473
+ -0.00123973214746792,
474
+ -0.0012346891764780518,
475
+ -0.001220931907434868,
476
+ -0.0011915767219291145,
477
+ 0.0011716418727095782,
478
+ -0.0009715668599829531,
479
+ -0.0009448640465845414,
480
+ 0.0008955332081637218,
481
+ 0.0008920268097867999,
482
+ 0.0008543417001753108,
483
+ -0.0008037760063757877,
484
+ -0.0007672925837847314,
485
+ 0.0007569931075602968,
486
+ 0.0007567369074240394,
487
+ 0.0005451097669605475,
488
+ 0.0005125753498858728,
489
+ 0.0004771999764069647,
490
+ -0.0003736357793847828,
491
+ 0.00034360725311045106,
492
+ -0.00031299595398981926,
493
+ 0.0002905810842529106,
494
+ -0.0002833631532335475,
495
+ 0.00024367915091130766,
496
+ 0.00023799475443723087,
497
+ 0.00021586140997569226,
498
+ 0.00020343611690693832,
499
+ 0.00019357290821656343,
500
+ -0.0001838295271337643,
501
+ -0.0001575839845624234,
502
+ -0.00015713410195012056,
503
+ 0.00012986958051255666,
504
+ -0.00011657830912128313,
505
+ -8.951313540706571e-05,
506
+ 8.216319465503866e-05,
507
+ -4.918013081378746e-05,
508
+ -1.189430685688785e-05,
509
+ -1.0026243173927628e-15,
510
+ -1.5552904045409677e-16,
511
+ -1.3535428284802294e-16
512
+ ],
513
+ "Absolute Coefficient": [
514
+ 0.09419070775803619,
515
+ 0.0792221402493941,
516
+ 0.07374749065944448,
517
+ 0.068978160320963,
518
+ 0.06580017169171175,
519
+ 0.05660648321926326,
520
+ 0.053476308001783934,
521
+ 0.046371003038483856,
522
+ 0.043853141167464076,
523
+ 0.043463051585046215,
524
+ 0.04275152688942081,
525
+ 0.042711414539075225,
526
+ 0.04128169033878432,
527
+ 0.040282852449517806,
528
+ 0.03958021736462705,
529
+ 0.03955960168879802,
530
+ 0.03923574725296383,
531
+ 0.03859549605838293,
532
+ 0.037931632065762236,
533
+ 0.03704457810266424,
534
+ 0.03649913944619378,
535
+ 0.03577692321567404,
536
+ 0.03466475267063284,
537
+ 0.03411300243391592,
538
+ 0.032987017423641636,
539
+ 0.03199315836797874,
540
+ 0.031227731950257253,
541
+ 0.030219396299281782,
542
+ 0.030021823398909728,
543
+ 0.02907839710269772,
544
+ 0.028511446656208868,
545
+ 0.028110949122852794,
546
+ 0.027780092465304065,
547
+ 0.02774085853787409,
548
+ 0.027269070668260974,
549
+ 0.026966500298746435,
550
+ 0.0268545351240755,
551
+ 0.02671467025520884,
552
+ 0.026611463524091352,
553
+ 0.02604309649288576,
554
+ 0.025848432877226588,
555
+ 0.02545160631338623,
556
+ 0.02513537170349796,
557
+ 0.02451729724332835,
558
+ 0.024424434987746275,
559
+ 0.024340178979716996,
560
+ 0.024224666146610885,
561
+ 0.024211662928402544,
562
+ 0.023430208404071746,
563
+ 0.022620877591697792,
564
+ 0.022268833182973097,
565
+ 0.022138877726766894,
566
+ 0.02151136569113295,
567
+ 0.021196625661801298,
568
+ 0.020867939418255464,
569
+ 0.020152125547862478,
570
+ 0.020086666545265367,
571
+ 0.01964675313196118,
572
+ 0.018473855998764954,
573
+ 0.01816247233024759,
574
+ 0.017721807638218925,
575
+ 0.017673722265118794,
576
+ 0.017616326938317245,
577
+ 0.017514723095406973,
578
+ 0.017445878554038157,
579
+ 0.01739604184788652,
580
+ 0.016968655149509026,
581
+ 0.016932636981828047,
582
+ 0.01683178619867328,
583
+ 0.016772336726601854,
584
+ 0.016626754254351464,
585
+ 0.016407929135628534,
586
+ 0.016356643607237407,
587
+ 0.016349652430772875,
588
+ 0.016300548171119894,
589
+ 0.01616059455523853,
590
+ 0.016002326484848155,
591
+ 0.01582653300921762,
592
+ 0.015598652046689714,
593
+ 0.015481437097988233,
594
+ 0.015326834649011363,
595
+ 0.015305886962304616,
596
+ 0.01494926598020471,
597
+ 0.014921508919924794,
598
+ 0.014384589190157329,
599
+ 0.01433314173590065,
600
+ 0.014170317109260443,
601
+ 0.013586370223166177,
602
+ 0.013517452204476936,
603
+ 0.013497368983764132,
604
+ 0.013363373519444654,
605
+ 0.013214803178806071,
606
+ 0.013000460545863296,
607
+ 0.012910504627534972,
608
+ 0.012879370625797174,
609
+ 0.012876531996763122,
610
+ 0.012760455285855994,
611
+ 0.012668476807230971,
612
+ 0.012502144680231864,
613
+ 0.012414463162600331,
614
+ 0.012238763180592827,
615
+ 0.012201184282782574,
616
+ 0.012031283020180233,
617
+ 0.01145400566130802,
618
+ 0.011306228408721121,
619
+ 0.01112726443895275,
620
+ 0.011031075596119927,
621
+ 0.010952954054934518,
622
+ 0.010878971014264898,
623
+ 0.010701529714674933,
624
+ 0.010469841315773628,
625
+ 0.010464874962543476,
626
+ 0.010385579187187214,
627
+ 0.0099831813455336,
628
+ 0.009814410210858512,
629
+ 0.009802400001107518,
630
+ 0.009773913329681382,
631
+ 0.009458995682635194,
632
+ 0.009454536612542473,
633
+ 0.009365698767582979,
634
+ 0.009342274015267313,
635
+ 0.009063857101182394,
636
+ 0.008911348381745926,
637
+ 0.00882490740673311,
638
+ 0.00870311443372872,
639
+ 0.008637418800752108,
640
+ 0.00855149973455151,
641
+ 0.008484413062715268,
642
+ 0.008469222055336817,
643
+ 0.008235982463302583,
644
+ 0.008195180612477463,
645
+ 0.00812009087411382,
646
+ 0.008054771916328841,
647
+ 0.008034697214987632,
648
+ 0.00787924164459652,
649
+ 0.0075666038271597,
650
+ 0.0074272522253658515,
651
+ 0.007315910536146832,
652
+ 0.007189820366061211,
653
+ 0.0071040243008289265,
654
+ 0.007073369680544416,
655
+ 0.006890102171039174,
656
+ 0.006867366539561376,
657
+ 0.006735411404088517,
658
+ 0.006734698201370533,
659
+ 0.006681574407085035,
660
+ 0.00662782611049463,
661
+ 0.006551396869774377,
662
+ 0.006397164709771714,
663
+ 0.006349573271723675,
664
+ 0.006310784914252961,
665
+ 0.006276209964324152,
666
+ 0.006086212082854707,
667
+ 0.0058221768241167845,
668
+ 0.0057622467254232,
669
+ 0.005628914157855363,
670
+ 0.005513981366477207,
671
+ 0.005485648069762843,
672
+ 0.005474038153983202,
673
+ 0.005086465610864467,
674
+ 0.004885518143742789,
675
+ 0.0047747244346783855,
676
+ 0.004754759405640825,
677
+ 0.004640102015007642,
678
+ 0.004572900887715542,
679
+ 0.004533547085768088,
680
+ 0.004385284212789161,
681
+ 0.004322847731101318,
682
+ 0.00422540394372572,
683
+ 0.004166041801475613,
684
+ 0.004148574263115215,
685
+ 0.00414532290280117,
686
+ 0.003921400040895832,
687
+ 0.0038960603644070573,
688
+ 0.0038630760893669383,
689
+ 0.0038350498391821306,
690
+ 0.003768308313071775,
691
+ 0.003685646061683892,
692
+ 0.0035807169074916355,
693
+ 0.003484564984763987,
694
+ 0.0034752306833454377,
695
+ 0.003315284448503865,
696
+ 0.003284705894366458,
697
+ 0.0032068294109004404,
698
+ 0.0031502277874505785,
699
+ 0.0031436308240333616,
700
+ 0.0031271331975786577,
701
+ 0.003074831660371267,
702
+ 0.0029915493566488706,
703
+ 0.0029800019893676585,
704
+ 0.0029798882918628234,
705
+ 0.002974441467646696,
706
+ 0.002945302163307913,
707
+ 0.0029173340513757133,
708
+ 0.0026534958072083168,
709
+ 0.0025826278680885772,
710
+ 0.0025471756371059726,
711
+ 0.0025136838264281243,
712
+ 0.002352992275569906,
713
+ 0.002325567572265213,
714
+ 0.0022811919728277373,
715
+ 0.0022374744577924916,
716
+ 0.002206453713277712,
717
+ 0.0020186826316913485,
718
+ 0.0019716705850216496,
719
+ 0.00178263924304143,
720
+ 0.0016683693722606993,
721
+ 0.0016482019018206132,
722
+ 0.0016379507898509106,
723
+ 0.0016238623070153227,
724
+ 0.0014391183433148447,
725
+ 0.0013687409090366001,
726
+ 0.001346816264427788,
727
+ 0.0013168221912434831,
728
+ 0.00123973214746792,
729
+ 0.0012346891764780518,
730
+ 0.001220931907434868,
731
+ 0.0011915767219291145,
732
+ 0.0011716418727095782,
733
+ 0.0009715668599829531,
734
+ 0.0009448640465845414,
735
+ 0.0008955332081637218,
736
+ 0.0008920268097867999,
737
+ 0.0008543417001753108,
738
+ 0.0008037760063757877,
739
+ 0.0007672925837847314,
740
+ 0.0007569931075602968,
741
+ 0.0007567369074240394,
742
+ 0.0005451097669605475,
743
+ 0.0005125753498858728,
744
+ 0.0004771999764069647,
745
+ 0.0003736357793847828,
746
+ 0.00034360725311045106,
747
+ 0.00031299595398981926,
748
+ 0.0002905810842529106,
749
+ 0.0002833631532335475,
750
+ 0.00024367915091130766,
751
+ 0.00023799475443723087,
752
+ 0.00021586140997569226,
753
+ 0.00020343611690693832,
754
+ 0.00019357290821656343,
755
+ 0.0001838295271337643,
756
+ 0.0001575839845624234,
757
+ 0.00015713410195012056,
758
+ 0.00012986958051255666,
759
+ 0.00011657830912128313,
760
+ 8.951313540706571e-05,
761
+ 8.216319465503866e-05,
762
+ 4.918013081378746e-05,
763
+ 1.189430685688785e-05,
764
+ 1.0026243173927628e-15,
765
+ 1.5552904045409677e-16,
766
+ 1.3535428284802294e-16
767
+ ]
768
+ },
769
+ "cv_performance": {
770
+ "prediction": {
771
+ "accuracy": 76.88888888888889,
772
+ "precision": 74.78268842838804,
773
+ "recall": 98.6405529953917,
774
+ "f1": 84.91237569260201
775
+ },
776
+ "selection": {
777
+ "precision": 0.6806000966480692,
778
+ "recall": 1.917808219178082,
779
+ "f1": 1.004648856541169,
780
+ "jaccard": 0.5067516099469851
781
+ }
782
+ }
783
+ }
p3/regress/Hypertension/significant_genes_condition_Age.json ADDED
@@ -0,0 +1,363 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "significant_genes": {
3
+ "Variable": [
4
+ "COPS3",
5
+ "PTRH2",
6
+ "BET1",
7
+ "TTC21B",
8
+ "NSD1",
9
+ "INTS9",
10
+ "KAZALD1",
11
+ "TMC4",
12
+ "TP53I3",
13
+ "AP3B1",
14
+ "SUPT16H",
15
+ "LSM1",
16
+ "TCEAL8",
17
+ "GBA1LP",
18
+ "CHM",
19
+ "S100A9",
20
+ "PSG8",
21
+ "DDX11L9",
22
+ "PRKAG3",
23
+ "PAIP2B",
24
+ "IL17REL",
25
+ "PKP1",
26
+ "FASTKD1",
27
+ "PHTF2",
28
+ "RHOA",
29
+ "SLC46A1",
30
+ "SYT12",
31
+ "TGFB2",
32
+ "IRF1",
33
+ "LAMA3",
34
+ "WHAMMP2",
35
+ "DKK3",
36
+ "NEO1",
37
+ "CARD17P",
38
+ "C19orf53",
39
+ "SELENOW",
40
+ "SPX",
41
+ "SNAR-I",
42
+ "CLIP4",
43
+ "HOXA9",
44
+ "OTULIN",
45
+ "POLRMT",
46
+ "GSTO1",
47
+ "RAB11FIP4",
48
+ "LIPA",
49
+ "WRAP73",
50
+ "SNORD36A",
51
+ "HSD17B11",
52
+ "GSTA2",
53
+ "RPL14",
54
+ "TMCC2",
55
+ "ISG20",
56
+ "IFIH1",
57
+ "RAB21",
58
+ "RARRES1",
59
+ "MRTO4",
60
+ "HFE",
61
+ "FAM177A1",
62
+ "SPHK1",
63
+ "PSCA",
64
+ "TRAPPC12",
65
+ "GNL3",
66
+ "GCLC",
67
+ "CYREN",
68
+ "GPC2",
69
+ "APOBEC3B",
70
+ "SLC7A6OS",
71
+ "INKA2",
72
+ "MARCHF9",
73
+ "EGR1",
74
+ "ARSI",
75
+ "CYP1B1",
76
+ "ZNF33B",
77
+ "PDSS2",
78
+ "ZFAND2A",
79
+ "ANK1",
80
+ "DARS1",
81
+ "LGALS3",
82
+ "SLC1A2",
83
+ "FOSB",
84
+ "TTC23",
85
+ "CCDC71L",
86
+ "HS6ST1",
87
+ "TUSC2",
88
+ "GEMIN4",
89
+ "GLI2",
90
+ "PRAMEF15",
91
+ "H4C4",
92
+ "LRRD1",
93
+ "LZTS2",
94
+ "PTPN12",
95
+ "GGCX",
96
+ "GNG5",
97
+ "SDF2L1",
98
+ "CSKMT",
99
+ "MBD3",
100
+ "FABP4",
101
+ "PROK1",
102
+ "TREM1",
103
+ "ANKZF1",
104
+ "CLTCL1",
105
+ "SMPD2",
106
+ "AHSP",
107
+ "NUDCD3",
108
+ "ATXN7L1",
109
+ "ETAA1",
110
+ "URGCP",
111
+ "ANGPT2",
112
+ "FAAH2",
113
+ "PNRC2",
114
+ "TPTE2",
115
+ "ALDH3B1",
116
+ "A1BG-AS1"
117
+ ],
118
+ "Coefficient": [
119
+ -0.04727996490662661,
120
+ 0.04359882161732748,
121
+ -0.034740644727225524,
122
+ 0.034003412557303596,
123
+ 0.027963039346262784,
124
+ -0.02058231879084109,
125
+ 0.020293733633554425,
126
+ -0.020098637237554243,
127
+ -0.019209170062442334,
128
+ 0.019120844190882058,
129
+ 0.01800655158052273,
130
+ 0.017239230655239322,
131
+ -0.016424278045778992,
132
+ 0.01430141345560339,
133
+ -0.013877913209363163,
134
+ 0.013489063508741215,
135
+ 0.01345424580828502,
136
+ 0.013227615283090277,
137
+ -0.013126238981319302,
138
+ 0.011008577149212306,
139
+ 0.010932984380365825,
140
+ 0.010576439646962083,
141
+ -0.009974268666941235,
142
+ -0.009588115823306896,
143
+ -0.009079383213495032,
144
+ -0.009069937105670615,
145
+ 0.00904835641966522,
146
+ -0.008951668097104829,
147
+ 0.008794791844555016,
148
+ -0.008280057131793318,
149
+ 0.0078370610481491,
150
+ -0.007704835742968922,
151
+ -0.006951298252041386,
152
+ 0.0068202267971222245,
153
+ 0.006685198729950095,
154
+ 0.006647526003735804,
155
+ -0.006623642938099747,
156
+ -0.00639210811761772,
157
+ 0.006315951627786901,
158
+ -0.006293447833515649,
159
+ -0.006105786851845753,
160
+ -0.006037612789680931,
161
+ 0.00585880105173869,
162
+ 0.005563961925466738,
163
+ 0.0054586681731796,
164
+ -0.0054490852479793074,
165
+ -0.0050566412164976034,
166
+ 0.00480871236422431,
167
+ -0.0046861783802379575,
168
+ 0.004640005011586182,
169
+ 0.004564739047219861,
170
+ 0.004554577562719364,
171
+ 0.004456563010017484,
172
+ 0.004270327947151832,
173
+ 0.003908437309589063,
174
+ 0.0038852765366187395,
175
+ 0.0037991423752087882,
176
+ 0.00363439617396884,
177
+ -0.0035626946836026987,
178
+ -0.003553145277018857,
179
+ -0.0031254743937433427,
180
+ -0.0031128508466921096,
181
+ -0.0031032939450142192,
182
+ -0.0030552938991405816,
183
+ 0.002870714836726795,
184
+ 0.0027384090201221646,
185
+ 0.002730140966958673,
186
+ -0.0027088268264185006,
187
+ -0.002690025883646374,
188
+ -0.0026619881392115617,
189
+ 0.0026590702436467546,
190
+ 0.002560713838495085,
191
+ -0.0024841655870546536,
192
+ -0.002152340907299071,
193
+ 0.0020141115287182067,
194
+ 0.001957604921506316,
195
+ -0.001938112433685905,
196
+ -0.0019258495655459056,
197
+ 0.001870375105240421,
198
+ -0.001789015469289159,
199
+ 0.0017771707080919312,
200
+ 0.0017630365281472808,
201
+ -0.0017322253449966452,
202
+ 0.0017119937639957664,
203
+ -0.0016812191344951133,
204
+ -0.0016498639140796298,
205
+ 0.0015293409518228156,
206
+ 0.0015212076151072064,
207
+ 0.0014494903795610624,
208
+ -0.0014135693347488761,
209
+ 0.0012962592825501362,
210
+ 0.0012681871641296695,
211
+ 0.00119344925152804,
212
+ 0.0011365503256005028,
213
+ 0.0010583029598090468,
214
+ -0.0010550766575328984,
215
+ 0.0010361024060954146,
216
+ -0.0009879795027878473,
217
+ 0.000946310335496029,
218
+ -0.0008556227562835071,
219
+ 0.0008427774525559881,
220
+ -0.0008424578188216664,
221
+ 0.0007399091258482087,
222
+ -0.000731189125451429,
223
+ 0.0006895201944800116,
224
+ -0.0006738064509968806,
225
+ 0.0006598293029749551,
226
+ 0.0006289432915531585,
227
+ 0.0005834516989219129,
228
+ 0.00038873764420589946,
229
+ -0.0002596963910951619,
230
+ -5.923827804079046e-05,
231
+ -4.349865934763512e-06
232
+ ],
233
+ "Absolute Coefficient": [
234
+ 0.04727996490662661,
235
+ 0.04359882161732748,
236
+ 0.034740644727225524,
237
+ 0.034003412557303596,
238
+ 0.027963039346262784,
239
+ 0.02058231879084109,
240
+ 0.020293733633554425,
241
+ 0.020098637237554243,
242
+ 0.019209170062442334,
243
+ 0.019120844190882058,
244
+ 0.01800655158052273,
245
+ 0.017239230655239322,
246
+ 0.016424278045778992,
247
+ 0.01430141345560339,
248
+ 0.013877913209363163,
249
+ 0.013489063508741215,
250
+ 0.01345424580828502,
251
+ 0.013227615283090277,
252
+ 0.013126238981319302,
253
+ 0.011008577149212306,
254
+ 0.010932984380365825,
255
+ 0.010576439646962083,
256
+ 0.009974268666941235,
257
+ 0.009588115823306896,
258
+ 0.009079383213495032,
259
+ 0.009069937105670615,
260
+ 0.00904835641966522,
261
+ 0.008951668097104829,
262
+ 0.008794791844555016,
263
+ 0.008280057131793318,
264
+ 0.0078370610481491,
265
+ 0.007704835742968922,
266
+ 0.006951298252041386,
267
+ 0.0068202267971222245,
268
+ 0.006685198729950095,
269
+ 0.006647526003735804,
270
+ 0.006623642938099747,
271
+ 0.00639210811761772,
272
+ 0.006315951627786901,
273
+ 0.006293447833515649,
274
+ 0.006105786851845753,
275
+ 0.006037612789680931,
276
+ 0.00585880105173869,
277
+ 0.005563961925466738,
278
+ 0.0054586681731796,
279
+ 0.0054490852479793074,
280
+ 0.0050566412164976034,
281
+ 0.00480871236422431,
282
+ 0.0046861783802379575,
283
+ 0.004640005011586182,
284
+ 0.004564739047219861,
285
+ 0.004554577562719364,
286
+ 0.004456563010017484,
287
+ 0.004270327947151832,
288
+ 0.003908437309589063,
289
+ 0.0038852765366187395,
290
+ 0.0037991423752087882,
291
+ 0.00363439617396884,
292
+ 0.0035626946836026987,
293
+ 0.003553145277018857,
294
+ 0.0031254743937433427,
295
+ 0.0031128508466921096,
296
+ 0.0031032939450142192,
297
+ 0.0030552938991405816,
298
+ 0.002870714836726795,
299
+ 0.0027384090201221646,
300
+ 0.002730140966958673,
301
+ 0.0027088268264185006,
302
+ 0.002690025883646374,
303
+ 0.0026619881392115617,
304
+ 0.0026590702436467546,
305
+ 0.002560713838495085,
306
+ 0.0024841655870546536,
307
+ 0.002152340907299071,
308
+ 0.0020141115287182067,
309
+ 0.001957604921506316,
310
+ 0.001938112433685905,
311
+ 0.0019258495655459056,
312
+ 0.001870375105240421,
313
+ 0.001789015469289159,
314
+ 0.0017771707080919312,
315
+ 0.0017630365281472808,
316
+ 0.0017322253449966452,
317
+ 0.0017119937639957664,
318
+ 0.0016812191344951133,
319
+ 0.0016498639140796298,
320
+ 0.0015293409518228156,
321
+ 0.0015212076151072064,
322
+ 0.0014494903795610624,
323
+ 0.0014135693347488761,
324
+ 0.0012962592825501362,
325
+ 0.0012681871641296695,
326
+ 0.00119344925152804,
327
+ 0.0011365503256005028,
328
+ 0.0010583029598090468,
329
+ 0.0010550766575328984,
330
+ 0.0010361024060954146,
331
+ 0.0009879795027878473,
332
+ 0.000946310335496029,
333
+ 0.0008556227562835071,
334
+ 0.0008427774525559881,
335
+ 0.0008424578188216664,
336
+ 0.0007399091258482087,
337
+ 0.000731189125451429,
338
+ 0.0006895201944800116,
339
+ 0.0006738064509968806,
340
+ 0.0006598293029749551,
341
+ 0.0006289432915531585,
342
+ 0.0005834516989219129,
343
+ 0.00038873764420589946,
344
+ 0.0002596963910951619,
345
+ 5.923827804079046e-05,
346
+ 4.349865934763512e-06
347
+ ]
348
+ },
349
+ "cv_performance": {
350
+ "prediction": {
351
+ "accuracy": 95.0,
352
+ "precision": 0.0,
353
+ "recall": 0.0,
354
+ "f1": 0.0
355
+ },
356
+ "selection": {
357
+ "precision": 6.910277396427135,
358
+ "recall": 1.9047619047619044,
359
+ "f1": 2.9827428103497295,
360
+ "jaccard": 1.5155567724734564
361
+ }
362
+ }
363
+ }
p3/regress/Hypertension/significant_genes_condition_Atrial_Fibrillation.json ADDED
@@ -0,0 +1,360 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "significant_genes": {
3
+ "Variable": [
4
+ "COPS3",
5
+ "PTRH2",
6
+ "BET1",
7
+ "TTC21B",
8
+ "NSD1",
9
+ "INTS9",
10
+ "KAZALD1",
11
+ "TMC4",
12
+ "TP53I3",
13
+ "TCEAL8",
14
+ "AP3B1",
15
+ "SUPT16H",
16
+ "LSM1",
17
+ "GBA1LP",
18
+ "CHM",
19
+ "S100A9",
20
+ "PRKAG3",
21
+ "DDX11L9",
22
+ "PSG8",
23
+ "IL17REL",
24
+ "PKP1",
25
+ "DKK3",
26
+ "PHTF2",
27
+ "PAIP2B",
28
+ "RAB11FIP4",
29
+ "IRF1",
30
+ "SYT12",
31
+ "SLC46A1",
32
+ "FASTKD1",
33
+ "CARD17P",
34
+ "TGFB2",
35
+ "NEO1",
36
+ "RHOA",
37
+ "LAMA3",
38
+ "HOXA9",
39
+ "WHAMMP2",
40
+ "GSTO1",
41
+ "LIPA",
42
+ "C19orf53",
43
+ "TMCC2",
44
+ "CLIP4",
45
+ "ISG20",
46
+ "RAB21",
47
+ "SNAR-I",
48
+ "RPL14",
49
+ "SELENOW",
50
+ "WRAP73",
51
+ "OTULIN",
52
+ "HFE",
53
+ "HSD17B11",
54
+ "IFIH1",
55
+ "SPX",
56
+ "TRAPPC12",
57
+ "POLRMT",
58
+ "PSCA",
59
+ "GSTA2",
60
+ "RARRES1",
61
+ "SPHK1",
62
+ "FAM177A1",
63
+ "CYREN",
64
+ "GCLC",
65
+ "SNORD36A",
66
+ "GPC2",
67
+ "ARSI",
68
+ "MBD3",
69
+ "LZTS2",
70
+ "PTPN12",
71
+ "INKA2",
72
+ "GNL3",
73
+ "MRTO4",
74
+ "EGR1",
75
+ "MARCHF9",
76
+ "APOBEC3B",
77
+ "LGALS3",
78
+ "FAAH2",
79
+ "LRRD1",
80
+ "HS6ST1",
81
+ "DARS1",
82
+ "NUDCD3",
83
+ "FABP4",
84
+ "CSKMT",
85
+ "PDSS2",
86
+ "TTC23",
87
+ "CYP1B1",
88
+ "CCDC106",
89
+ "TREM1",
90
+ "SDF2L1",
91
+ "RINT1",
92
+ "PRAMEF15",
93
+ "FOSB",
94
+ "GLI2",
95
+ "PNRC2",
96
+ "ATXN7L1",
97
+ "ANGPT2",
98
+ "GPAT2",
99
+ "SLC7A6OS",
100
+ "ZNF33B",
101
+ "PROK1",
102
+ "SLC1A2",
103
+ "TPTE2",
104
+ "ZFAND2A",
105
+ "TUSC2",
106
+ "GNG5",
107
+ "ARID3A",
108
+ "GEMIN4",
109
+ "LHFPL2",
110
+ "GGCX",
111
+ "ETAA1",
112
+ "ANK1",
113
+ "ATP5F1C",
114
+ "H4C4",
115
+ "GSPT2"
116
+ ],
117
+ "Coefficient": [
118
+ -0.04930109004461446,
119
+ 0.0436032726504786,
120
+ -0.03311573507392693,
121
+ 0.03291600686598504,
122
+ 0.029706909897763176,
123
+ -0.02247898695906648,
124
+ 0.02085513124427535,
125
+ -0.02064170952566674,
126
+ -0.019254764171511392,
127
+ -0.018936215495174172,
128
+ 0.018860986268523578,
129
+ 0.01839732118224609,
130
+ 0.018386517993757363,
131
+ 0.016673567127295612,
132
+ -0.014485779769451016,
133
+ 0.014357797426773924,
134
+ -0.012493089276838305,
135
+ 0.012090910232981273,
136
+ 0.012062236566499768,
137
+ 0.011867247369279927,
138
+ 0.011157314759088694,
139
+ -0.010321811318322258,
140
+ -0.009946361396069664,
141
+ 0.009627362877149305,
142
+ 0.009181026427036852,
143
+ 0.00882131460618766,
144
+ 0.008740649905950295,
145
+ -0.008656615349683263,
146
+ -0.008654904735769598,
147
+ 0.008511916106539622,
148
+ -0.008149603563623223,
149
+ -0.00814232804029647,
150
+ -0.008098686103571156,
151
+ -0.007823548405066305,
152
+ -0.007529339656957912,
153
+ 0.007160695516676458,
154
+ 0.006696477103908517,
155
+ 0.006245679140089214,
156
+ 0.006222665177958719,
157
+ 0.00620345474636161,
158
+ 0.0061086245341766,
159
+ 0.005998840286872661,
160
+ 0.0054259082252937595,
161
+ -0.005418958933750305,
162
+ 0.005285295616710151,
163
+ 0.005255800589303813,
164
+ -0.004979558616523563,
165
+ -0.004950855067363174,
166
+ 0.004650154552970672,
167
+ 0.004471113581955592,
168
+ 0.004415375303417872,
169
+ -0.0043406044319201885,
170
+ -0.003969489960657864,
171
+ -0.0039288706624792235,
172
+ -0.003738725758970327,
173
+ -0.003694022467386442,
174
+ 0.0035482991161666136,
175
+ -0.0035474231831298217,
176
+ 0.003495235636534428,
177
+ -0.003105468485148675,
178
+ -0.0030866261343621363,
179
+ -0.00305378697941261,
180
+ 0.003049614976034328,
181
+ 0.0030465017735302824,
182
+ -0.003016720347671148,
183
+ -0.002995261068161476,
184
+ 0.0029881483259033576,
185
+ -0.002972628291211446,
186
+ -0.0029236152500593973,
187
+ 0.002862995883418017,
188
+ -0.0027476561961438124,
189
+ -0.0025696755827950995,
190
+ 0.002210457112025383,
191
+ -0.0021810332743955386,
192
+ 0.002113525158563264,
193
+ 0.00203258579677316,
194
+ -0.002026255203013788,
195
+ -0.0019910174774532595,
196
+ -0.0018701835531822642,
197
+ 0.0018035797480533387,
198
+ 0.0017985886570686814,
199
+ -0.0017732487326182255,
200
+ 0.0017286943479658885,
201
+ 0.0016850881077954815,
202
+ -0.001614393727222936,
203
+ 0.0014535178549397467,
204
+ 0.0014294052382154863,
205
+ -0.0013506366552741335,
206
+ 0.0013096090704790375,
207
+ -0.0013084968723525454,
208
+ -0.0013075659748457505,
209
+ 0.0012092727765101563,
210
+ 0.0010817742935743408,
211
+ 0.0010494256094704113,
212
+ -0.001003183727597006,
213
+ 0.000996154762726617,
214
+ -0.0008224970228283098,
215
+ -0.0007949394958729099,
216
+ 0.0007157644517114677,
217
+ -0.0006853616049758357,
218
+ 0.000563459217660987,
219
+ 0.0005598254071696206,
220
+ 0.0005526126999020294,
221
+ -0.0005022003206164991,
222
+ -0.00037543195691077183,
223
+ 0.0002816672333517368,
224
+ 0.00021180915434177642,
225
+ -0.00013902688459878845,
226
+ 0.00010715715829195557,
227
+ -6.384403094354637e-05,
228
+ 3.440306723885058e-05,
229
+ -2.6887220362257615e-05
230
+ ],
231
+ "Absolute Coefficient": [
232
+ 0.04930109004461446,
233
+ 0.0436032726504786,
234
+ 0.03311573507392693,
235
+ 0.03291600686598504,
236
+ 0.029706909897763176,
237
+ 0.02247898695906648,
238
+ 0.02085513124427535,
239
+ 0.02064170952566674,
240
+ 0.019254764171511392,
241
+ 0.018936215495174172,
242
+ 0.018860986268523578,
243
+ 0.01839732118224609,
244
+ 0.018386517993757363,
245
+ 0.016673567127295612,
246
+ 0.014485779769451016,
247
+ 0.014357797426773924,
248
+ 0.012493089276838305,
249
+ 0.012090910232981273,
250
+ 0.012062236566499768,
251
+ 0.011867247369279927,
252
+ 0.011157314759088694,
253
+ 0.010321811318322258,
254
+ 0.009946361396069664,
255
+ 0.009627362877149305,
256
+ 0.009181026427036852,
257
+ 0.00882131460618766,
258
+ 0.008740649905950295,
259
+ 0.008656615349683263,
260
+ 0.008654904735769598,
261
+ 0.008511916106539622,
262
+ 0.008149603563623223,
263
+ 0.00814232804029647,
264
+ 0.008098686103571156,
265
+ 0.007823548405066305,
266
+ 0.007529339656957912,
267
+ 0.007160695516676458,
268
+ 0.006696477103908517,
269
+ 0.006245679140089214,
270
+ 0.006222665177958719,
271
+ 0.00620345474636161,
272
+ 0.0061086245341766,
273
+ 0.005998840286872661,
274
+ 0.0054259082252937595,
275
+ 0.005418958933750305,
276
+ 0.005285295616710151,
277
+ 0.005255800589303813,
278
+ 0.004979558616523563,
279
+ 0.004950855067363174,
280
+ 0.004650154552970672,
281
+ 0.004471113581955592,
282
+ 0.004415375303417872,
283
+ 0.0043406044319201885,
284
+ 0.003969489960657864,
285
+ 0.0039288706624792235,
286
+ 0.003738725758970327,
287
+ 0.003694022467386442,
288
+ 0.0035482991161666136,
289
+ 0.0035474231831298217,
290
+ 0.003495235636534428,
291
+ 0.003105468485148675,
292
+ 0.0030866261343621363,
293
+ 0.00305378697941261,
294
+ 0.003049614976034328,
295
+ 0.0030465017735302824,
296
+ 0.003016720347671148,
297
+ 0.002995261068161476,
298
+ 0.0029881483259033576,
299
+ 0.002972628291211446,
300
+ 0.0029236152500593973,
301
+ 0.002862995883418017,
302
+ 0.0027476561961438124,
303
+ 0.0025696755827950995,
304
+ 0.002210457112025383,
305
+ 0.0021810332743955386,
306
+ 0.002113525158563264,
307
+ 0.00203258579677316,
308
+ 0.002026255203013788,
309
+ 0.0019910174774532595,
310
+ 0.0018701835531822642,
311
+ 0.0018035797480533387,
312
+ 0.0017985886570686814,
313
+ 0.0017732487326182255,
314
+ 0.0017286943479658885,
315
+ 0.0016850881077954815,
316
+ 0.001614393727222936,
317
+ 0.0014535178549397467,
318
+ 0.0014294052382154863,
319
+ 0.0013506366552741335,
320
+ 0.0013096090704790375,
321
+ 0.0013084968723525454,
322
+ 0.0013075659748457505,
323
+ 0.0012092727765101563,
324
+ 0.0010817742935743408,
325
+ 0.0010494256094704113,
326
+ 0.001003183727597006,
327
+ 0.000996154762726617,
328
+ 0.0008224970228283098,
329
+ 0.0007949394958729099,
330
+ 0.0007157644517114677,
331
+ 0.0006853616049758357,
332
+ 0.000563459217660987,
333
+ 0.0005598254071696206,
334
+ 0.0005526126999020294,
335
+ 0.0005022003206164991,
336
+ 0.00037543195691077183,
337
+ 0.0002816672333517368,
338
+ 0.00021180915434177642,
339
+ 0.00013902688459878845,
340
+ 0.00010715715829195557,
341
+ 6.384403094354637e-05,
342
+ 3.440306723885058e-05,
343
+ 2.6887220362257615e-05
344
+ ]
345
+ },
346
+ "cv_performance": {
347
+ "prediction": {
348
+ "accuracy": 95.55555555555554,
349
+ "precision": 0.0,
350
+ "recall": 0.0,
351
+ "f1": 0.0
352
+ },
353
+ "selection": {
354
+ "precision": 6.795744313823365,
355
+ "recall": 1.7857142857142854,
356
+ "f1": 2.822355290130935,
357
+ "jaccard": 1.4326681560279817
358
+ }
359
+ }
360
+ }
p3/regress/Hypertension/significant_genes_condition_Bipolar_disorder.json ADDED
@@ -0,0 +1,360 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "significant_genes": {
3
+ "Variable": [
4
+ "COPS3",
5
+ "PTRH2",
6
+ "NSD1",
7
+ "BET1",
8
+ "TTC21B",
9
+ "KAZALD1",
10
+ "INTS9",
11
+ "TCEAL8",
12
+ "TMC4",
13
+ "AP3B1",
14
+ "CHM",
15
+ "TP53I3",
16
+ "LSM1",
17
+ "S100A9",
18
+ "SUPT16H",
19
+ "GBA1LP",
20
+ "PKP1",
21
+ "PRKAG3",
22
+ "DDX11L9",
23
+ "PSG8",
24
+ "PHTF2",
25
+ "SYT12",
26
+ "WHAMMP2",
27
+ "TGFB2",
28
+ "FASTKD1",
29
+ "HOXA9",
30
+ "IL17REL",
31
+ "PAIP2B",
32
+ "CARD17P",
33
+ "GSTO1",
34
+ "RHOA",
35
+ "NEO1",
36
+ "C19orf53",
37
+ "IRF1",
38
+ "LAMA3",
39
+ "DKK3",
40
+ "SELENOW",
41
+ "WRAP73",
42
+ "MARCHF9",
43
+ "SLC6A12",
44
+ "SNAR-I",
45
+ "FAM177A1",
46
+ "SLC46A1",
47
+ "CLIP4",
48
+ "RARRES1",
49
+ "SPX",
50
+ "SNORD36A",
51
+ "TTC23",
52
+ "CYP1B1",
53
+ "PSCA",
54
+ "GNL3",
55
+ "LIPA",
56
+ "HS6ST1",
57
+ "NUDCD3",
58
+ "RPL14",
59
+ "TRAPPC12",
60
+ "POLRMT",
61
+ "ZFAND2A",
62
+ "TMCC2",
63
+ "PTPN12",
64
+ "HFE",
65
+ "RAB21",
66
+ "FABP4",
67
+ "GCLC",
68
+ "RAB11FIP4",
69
+ "ISG20",
70
+ "HSD17B11",
71
+ "RSAD2",
72
+ "GSTA2",
73
+ "OTULIN",
74
+ "PRAMEF15",
75
+ "CYREN",
76
+ "MRTO4",
77
+ "DARS1",
78
+ "H4C4",
79
+ "CSKMT",
80
+ "ZNF33B",
81
+ "IFIH1",
82
+ "GPC2",
83
+ "LZTS2",
84
+ "GGCX",
85
+ "VPS41",
86
+ "LGALS3",
87
+ "H1-10",
88
+ "NEDD9",
89
+ "INKA2",
90
+ "CCDC71L",
91
+ "FOSB",
92
+ "ALDH3B1",
93
+ "SPHK1",
94
+ "SKA2",
95
+ "LRRD1",
96
+ "AHSP",
97
+ "GPAT2",
98
+ "GLI2",
99
+ "LHFPL2",
100
+ "GEMIN4",
101
+ "ANGPT2",
102
+ "CMC2",
103
+ "SDF2L1",
104
+ "CFC1",
105
+ "MBD3",
106
+ "RPL24",
107
+ "SLC7A6OS",
108
+ "ARSI",
109
+ "PNRC2",
110
+ "SLC1A2",
111
+ "PDSS2",
112
+ "PROCR",
113
+ "A1BG-AS1",
114
+ "GNG5",
115
+ "TPTE2"
116
+ ],
117
+ "Coefficient": [
118
+ -0.04645843556307067,
119
+ 0.04336268278508603,
120
+ 0.03412159000563887,
121
+ -0.0336096994695313,
122
+ 0.028456648914763946,
123
+ 0.02018995274457834,
124
+ -0.02002055079516747,
125
+ -0.019224977149972924,
126
+ -0.018933557997475987,
127
+ 0.01822501328029375,
128
+ -0.017527101890414218,
129
+ -0.017284799363128718,
130
+ 0.017186733608396135,
131
+ 0.01674725808961312,
132
+ 0.016004655289540138,
133
+ 0.0157621469276321,
134
+ 0.012956688508465392,
135
+ -0.011343661261380526,
136
+ 0.011308909188772958,
137
+ 0.010896056176655124,
138
+ -0.010810290630871829,
139
+ 0.010679922551026151,
140
+ 0.010595846413998092,
141
+ -0.010528970887507478,
142
+ -0.009397369432042718,
143
+ -0.009313826974887272,
144
+ 0.008943028853762414,
145
+ 0.008749512643682294,
146
+ 0.008057958594145624,
147
+ 0.007961188809788813,
148
+ -0.007870432919411979,
149
+ -0.0077859469566448625,
150
+ 0.0076197495011670014,
151
+ 0.007397942835485824,
152
+ -0.007176227544004117,
153
+ -0.006882170820966213,
154
+ 0.006853939457507341,
155
+ -0.006670630968000602,
156
+ -0.006475625222786073,
157
+ 0.005965031740174733,
158
+ -0.005809319552428044,
159
+ 0.005606378825909262,
160
+ -0.005213769642576489,
161
+ 0.005089273628576976,
162
+ 0.004988296097751264,
163
+ -0.0049309227488317665,
164
+ -0.004846215710270079,
165
+ 0.004790973816222919,
166
+ 0.004775646448184537,
167
+ -0.004470919441425785,
168
+ -0.0043344286920347285,
169
+ 0.00414667318069892,
170
+ -0.004081905297510439,
171
+ -0.00407221336846485,
172
+ 0.0040282404523698835,
173
+ -0.003902453828476153,
174
+ -0.0038433073790628204,
175
+ 0.00374591156202874,
176
+ 0.0037229015365076875,
177
+ 0.003474749044677347,
178
+ 0.0034353329901086593,
179
+ 0.003415675913597928,
180
+ 0.0033723884159864194,
181
+ -0.003311554797769595,
182
+ 0.003297559426404911,
183
+ 0.0032838314720284242,
184
+ 0.003106202974001725,
185
+ 0.003055592092623838,
186
+ -0.0030385035900486394,
187
+ -0.0029421059245236126,
188
+ 0.002687436548228906,
189
+ -0.0026107695730161295,
190
+ 0.0024689748588991884,
191
+ -0.0024360179720313716,
192
+ 0.00239033346745637,
193
+ 0.0022533688047379407,
194
+ -0.002184060693397467,
195
+ 0.002095613966699468,
196
+ 0.001907268375130067,
197
+ -0.001891530387444288,
198
+ 0.0018836569707943612,
199
+ -0.0017540359113346485,
200
+ -0.001693593617835453,
201
+ 0.0016802548059132029,
202
+ -0.0015679307765950978,
203
+ -0.0013402841585325378,
204
+ 0.0012842972464540492,
205
+ -0.001277233520964566,
206
+ -0.001247407161481562,
207
+ -0.0012408709777758855,
208
+ 0.0012381682304965045,
209
+ 0.0011658580170748364,
210
+ 0.0011657373517396671,
211
+ -0.0010621371855353877,
212
+ -0.0009864141867858723,
213
+ 0.000885703773501658,
214
+ -0.0008192826632896542,
215
+ 0.0007299933977385404,
216
+ 0.0007075656717329302,
217
+ 0.0006684726684836283,
218
+ -0.0006682319908454472,
219
+ -0.000606151678248318,
220
+ 0.0005838083206957306,
221
+ 0.0005148871329982655,
222
+ 0.00048535254833131957,
223
+ 0.00045737989041081414,
224
+ 0.0003156410364133548,
225
+ -0.00031027372683789886,
226
+ 0.00030376817811606497,
227
+ -0.00024125449809335233,
228
+ 0.00012939303290760966,
229
+ -0.00011197263462476678
230
+ ],
231
+ "Absolute Coefficient": [
232
+ 0.04645843556307067,
233
+ 0.04336268278508603,
234
+ 0.03412159000563887,
235
+ 0.0336096994695313,
236
+ 0.028456648914763946,
237
+ 0.02018995274457834,
238
+ 0.02002055079516747,
239
+ 0.019224977149972924,
240
+ 0.018933557997475987,
241
+ 0.01822501328029375,
242
+ 0.017527101890414218,
243
+ 0.017284799363128718,
244
+ 0.017186733608396135,
245
+ 0.01674725808961312,
246
+ 0.016004655289540138,
247
+ 0.0157621469276321,
248
+ 0.012956688508465392,
249
+ 0.011343661261380526,
250
+ 0.011308909188772958,
251
+ 0.010896056176655124,
252
+ 0.010810290630871829,
253
+ 0.010679922551026151,
254
+ 0.010595846413998092,
255
+ 0.010528970887507478,
256
+ 0.009397369432042718,
257
+ 0.009313826974887272,
258
+ 0.008943028853762414,
259
+ 0.008749512643682294,
260
+ 0.008057958594145624,
261
+ 0.007961188809788813,
262
+ 0.007870432919411979,
263
+ 0.0077859469566448625,
264
+ 0.0076197495011670014,
265
+ 0.007397942835485824,
266
+ 0.007176227544004117,
267
+ 0.006882170820966213,
268
+ 0.006853939457507341,
269
+ 0.006670630968000602,
270
+ 0.006475625222786073,
271
+ 0.005965031740174733,
272
+ 0.005809319552428044,
273
+ 0.005606378825909262,
274
+ 0.005213769642576489,
275
+ 0.005089273628576976,
276
+ 0.004988296097751264,
277
+ 0.0049309227488317665,
278
+ 0.004846215710270079,
279
+ 0.004790973816222919,
280
+ 0.004775646448184537,
281
+ 0.004470919441425785,
282
+ 0.0043344286920347285,
283
+ 0.00414667318069892,
284
+ 0.004081905297510439,
285
+ 0.00407221336846485,
286
+ 0.0040282404523698835,
287
+ 0.003902453828476153,
288
+ 0.0038433073790628204,
289
+ 0.00374591156202874,
290
+ 0.0037229015365076875,
291
+ 0.003474749044677347,
292
+ 0.0034353329901086593,
293
+ 0.003415675913597928,
294
+ 0.0033723884159864194,
295
+ 0.003311554797769595,
296
+ 0.003297559426404911,
297
+ 0.0032838314720284242,
298
+ 0.003106202974001725,
299
+ 0.003055592092623838,
300
+ 0.0030385035900486394,
301
+ 0.0029421059245236126,
302
+ 0.002687436548228906,
303
+ 0.0026107695730161295,
304
+ 0.0024689748588991884,
305
+ 0.0024360179720313716,
306
+ 0.00239033346745637,
307
+ 0.0022533688047379407,
308
+ 0.002184060693397467,
309
+ 0.002095613966699468,
310
+ 0.001907268375130067,
311
+ 0.001891530387444288,
312
+ 0.0018836569707943612,
313
+ 0.0017540359113346485,
314
+ 0.001693593617835453,
315
+ 0.0016802548059132029,
316
+ 0.0015679307765950978,
317
+ 0.0013402841585325378,
318
+ 0.0012842972464540492,
319
+ 0.001277233520964566,
320
+ 0.001247407161481562,
321
+ 0.0012408709777758855,
322
+ 0.0012381682304965045,
323
+ 0.0011658580170748364,
324
+ 0.0011657373517396671,
325
+ 0.0010621371855353877,
326
+ 0.0009864141867858723,
327
+ 0.000885703773501658,
328
+ 0.0008192826632896542,
329
+ 0.0007299933977385404,
330
+ 0.0007075656717329302,
331
+ 0.0006684726684836283,
332
+ 0.0006682319908454472,
333
+ 0.000606151678248318,
334
+ 0.0005838083206957306,
335
+ 0.0005148871329982655,
336
+ 0.00048535254833131957,
337
+ 0.00045737989041081414,
338
+ 0.0003156410364133548,
339
+ 0.00031027372683789886,
340
+ 0.00030376817811606497,
341
+ 0.00024125449809335233,
342
+ 0.00012939303290760966,
343
+ 0.00011197263462476678
344
+ ]
345
+ },
346
+ "cv_performance": {
347
+ "prediction": {
348
+ "accuracy": 95.0,
349
+ "precision": 0.0,
350
+ "recall": 0.0,
351
+ "f1": 0.0
352
+ },
353
+ "selection": {
354
+ "precision": 6.715771176509813,
355
+ "recall": 1.8452380952380953,
356
+ "f1": 2.893822092080133,
357
+ "jaccard": 1.4696071222892062
358
+ }
359
+ }
360
+ }
p3/regress/Hypertension/significant_genes_condition_Breast_Cancer.json ADDED
@@ -0,0 +1,363 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "significant_genes": {
3
+ "Variable": [
4
+ "COPS3",
5
+ "PTRH2",
6
+ "BET1",
7
+ "TTC21B",
8
+ "NSD1",
9
+ "TMC4",
10
+ "KAZALD1",
11
+ "INTS9",
12
+ "AP3B1",
13
+ "TP53I3",
14
+ "TCEAL8",
15
+ "GBA1LP",
16
+ "LSM1",
17
+ "SUPT16H",
18
+ "S100A9",
19
+ "CHM",
20
+ "PRKAG3",
21
+ "PAIP2B",
22
+ "DDX11L9",
23
+ "PSG8",
24
+ "IL17REL",
25
+ "SYT12",
26
+ "PKP1",
27
+ "IRF1",
28
+ "LAMA3",
29
+ "RHOA",
30
+ "HOXA9",
31
+ "PHTF2",
32
+ "SLC46A1",
33
+ "WHAMMP2",
34
+ "CARD17P",
35
+ "FASTKD1",
36
+ "TGFB2",
37
+ "POLRMT",
38
+ "DKK3",
39
+ "GSTO1",
40
+ "SPX",
41
+ "SELENOW",
42
+ "LIPA",
43
+ "C19orf53",
44
+ "WRAP73",
45
+ "NEO1",
46
+ "RAB11FIP4",
47
+ "CLIP4",
48
+ "SNAR-I",
49
+ "TMCC2",
50
+ "OTULIN",
51
+ "RAB21",
52
+ "RPL14",
53
+ "INKA2",
54
+ "HSD17B11",
55
+ "GSTA2",
56
+ "ISG20",
57
+ "SPHK1",
58
+ "TRAPPC12",
59
+ "PSCA",
60
+ "ARSI",
61
+ "SNORD36A",
62
+ "IFIH1",
63
+ "GPC2",
64
+ "GCLC",
65
+ "HFE",
66
+ "TTC23",
67
+ "FAM177A1",
68
+ "DARS1",
69
+ "CSKMT",
70
+ "RINT1",
71
+ "MRTO4",
72
+ "RARRES1",
73
+ "ZNF33B",
74
+ "GNL3",
75
+ "FOSB",
76
+ "PRAMEF15",
77
+ "MARCHF9",
78
+ "PDSS2",
79
+ "TREM1",
80
+ "ANK1",
81
+ "SLC7A6OS",
82
+ "HS6ST1",
83
+ "LZTS2",
84
+ "CCDC71L",
85
+ "FABP4",
86
+ "H4C4",
87
+ "ANKZF1",
88
+ "GEMIN4",
89
+ "CYREN",
90
+ "CYP1B1",
91
+ "LRRD1",
92
+ "TUSC2",
93
+ "APOBEC3B",
94
+ "FAAH2",
95
+ "MBD3",
96
+ "SLC1A2",
97
+ "NUDCD3",
98
+ "GPAT2",
99
+ "GLI2",
100
+ "ARID3A",
101
+ "TMEM119",
102
+ "NEDD9",
103
+ "ZFAND2A",
104
+ "ATP5F1C",
105
+ "ATXN7L1",
106
+ "CLTCL1",
107
+ "AHSP",
108
+ "GNG5",
109
+ "LGALS3",
110
+ "GSPT2",
111
+ "RSAD2",
112
+ "TUBA4A",
113
+ "SDF2L1",
114
+ "URGCP",
115
+ "RMDN1",
116
+ "EGR1"
117
+ ],
118
+ "Coefficient": [
119
+ -0.047536006016407686,
120
+ 0.04537999103749986,
121
+ -0.03470739627342949,
122
+ 0.033382524241665365,
123
+ 0.030092047423649942,
124
+ -0.020615532114058296,
125
+ 0.020407075710581396,
126
+ -0.01965379537089743,
127
+ 0.019533581296170912,
128
+ -0.01932727143546495,
129
+ -0.017884319968153036,
130
+ 0.017655022754058867,
131
+ 0.017549058342659612,
132
+ 0.017186189742583333,
133
+ 0.01477841255551433,
134
+ -0.014054809428883003,
135
+ -0.012850409696727481,
136
+ 0.012428622858240337,
137
+ 0.012341050619701406,
138
+ 0.012049704064310851,
139
+ 0.011239731544573547,
140
+ 0.010090130549468477,
141
+ 0.010023792425798225,
142
+ 0.00988468486906396,
143
+ -0.009557697777334277,
144
+ -0.009276728189646559,
145
+ -0.009055671417036774,
146
+ -0.0084243652236122,
147
+ -0.008042852573505602,
148
+ 0.00792444903605589,
149
+ 0.007911641874025328,
150
+ -0.007835779818626527,
151
+ -0.007779144480884899,
152
+ -0.007033873817926252,
153
+ -0.006826846122661024,
154
+ 0.0066806684324459105,
155
+ -0.006332026528019019,
156
+ 0.006211889677314674,
157
+ 0.00619037952169872,
158
+ 0.0061723559124202635,
159
+ -0.006087889325382937,
160
+ -0.005889419315501272,
161
+ 0.005839537013602769,
162
+ 0.005633759613319259,
163
+ -0.0054758478306884606,
164
+ 0.005208278980246947,
165
+ -0.005073002097000785,
166
+ 0.0048874407342636254,
167
+ 0.0047348482172746625,
168
+ -0.004360403454572937,
169
+ 0.004244757588205287,
170
+ -0.004189189691354664,
171
+ 0.003921576890413486,
172
+ -0.0038868019133890563,
173
+ -0.00388376370175894,
174
+ -0.0038502318000149835,
175
+ 0.003829686350707974,
176
+ -0.0035082596338604824,
177
+ 0.003491014623685964,
178
+ 0.003453812064660018,
179
+ -0.0034106194590462764,
180
+ 0.003177684252213496,
181
+ 0.002937621716133173,
182
+ 0.0028888294498531975,
183
+ -0.002883184706314971,
184
+ 0.002752813737445127,
185
+ -0.0026810316241020443,
186
+ 0.0025870004710690253,
187
+ 0.0025741244334192377,
188
+ -0.002544139278917518,
189
+ -0.0024993862302670517,
190
+ -0.0024949684971733942,
191
+ 0.0024699470345086218,
192
+ -0.0022940039093860185,
193
+ -0.002238290485327561,
194
+ 0.0022277393721226897,
195
+ 0.0021423161611920575,
196
+ 0.0020566826985284788,
197
+ -0.0019750867127250635,
198
+ -0.0018542835667771213,
199
+ 0.001754806182942445,
200
+ 0.0017057475145255776,
201
+ 0.0017029150205034407,
202
+ -0.0016456447741067962,
203
+ -0.0015462125835038229,
204
+ -0.0014714195866637303,
205
+ 0.0013183762562581358,
206
+ 0.0011809828321078387,
207
+ 0.0011612988522835036,
208
+ 0.0010891601715189868,
209
+ 0.0010472087046101157,
210
+ -0.0009936120939363219,
211
+ 0.0009047779859555316,
212
+ -0.0008625537897776536,
213
+ -0.0008439913061715355,
214
+ -0.0008046155399921879,
215
+ -0.0007219898388032732,
216
+ 0.0007119737085473419,
217
+ -0.0006520888341317421,
218
+ 0.000631529371325581,
219
+ -0.0005935155522929893,
220
+ 0.0005878319209315738,
221
+ 0.0004906400280706883,
222
+ 0.0004739762255978013,
223
+ 0.0004700335554403494,
224
+ -0.00044355042079955587,
225
+ -0.00043620756959045426,
226
+ 0.00035146803523392316,
227
+ 0.0002881600314506756,
228
+ 0.00021403701270289606,
229
+ 0.00016478059566041816,
230
+ 0.00010325825987091997,
231
+ -4.764272524806211e-05
232
+ ],
233
+ "Absolute Coefficient": [
234
+ 0.047536006016407686,
235
+ 0.04537999103749986,
236
+ 0.03470739627342949,
237
+ 0.033382524241665365,
238
+ 0.030092047423649942,
239
+ 0.020615532114058296,
240
+ 0.020407075710581396,
241
+ 0.01965379537089743,
242
+ 0.019533581296170912,
243
+ 0.01932727143546495,
244
+ 0.017884319968153036,
245
+ 0.017655022754058867,
246
+ 0.017549058342659612,
247
+ 0.017186189742583333,
248
+ 0.01477841255551433,
249
+ 0.014054809428883003,
250
+ 0.012850409696727481,
251
+ 0.012428622858240337,
252
+ 0.012341050619701406,
253
+ 0.012049704064310851,
254
+ 0.011239731544573547,
255
+ 0.010090130549468477,
256
+ 0.010023792425798225,
257
+ 0.00988468486906396,
258
+ 0.009557697777334277,
259
+ 0.009276728189646559,
260
+ 0.009055671417036774,
261
+ 0.0084243652236122,
262
+ 0.008042852573505602,
263
+ 0.00792444903605589,
264
+ 0.007911641874025328,
265
+ 0.007835779818626527,
266
+ 0.007779144480884899,
267
+ 0.007033873817926252,
268
+ 0.006826846122661024,
269
+ 0.0066806684324459105,
270
+ 0.006332026528019019,
271
+ 0.006211889677314674,
272
+ 0.00619037952169872,
273
+ 0.0061723559124202635,
274
+ 0.006087889325382937,
275
+ 0.005889419315501272,
276
+ 0.005839537013602769,
277
+ 0.005633759613319259,
278
+ 0.0054758478306884606,
279
+ 0.005208278980246947,
280
+ 0.005073002097000785,
281
+ 0.0048874407342636254,
282
+ 0.0047348482172746625,
283
+ 0.004360403454572937,
284
+ 0.004244757588205287,
285
+ 0.004189189691354664,
286
+ 0.003921576890413486,
287
+ 0.0038868019133890563,
288
+ 0.00388376370175894,
289
+ 0.0038502318000149835,
290
+ 0.003829686350707974,
291
+ 0.0035082596338604824,
292
+ 0.003491014623685964,
293
+ 0.003453812064660018,
294
+ 0.0034106194590462764,
295
+ 0.003177684252213496,
296
+ 0.002937621716133173,
297
+ 0.0028888294498531975,
298
+ 0.002883184706314971,
299
+ 0.002752813737445127,
300
+ 0.0026810316241020443,
301
+ 0.0025870004710690253,
302
+ 0.0025741244334192377,
303
+ 0.002544139278917518,
304
+ 0.0024993862302670517,
305
+ 0.0024949684971733942,
306
+ 0.0024699470345086218,
307
+ 0.0022940039093860185,
308
+ 0.002238290485327561,
309
+ 0.0022277393721226897,
310
+ 0.0021423161611920575,
311
+ 0.0020566826985284788,
312
+ 0.0019750867127250635,
313
+ 0.0018542835667771213,
314
+ 0.001754806182942445,
315
+ 0.0017057475145255776,
316
+ 0.0017029150205034407,
317
+ 0.0016456447741067962,
318
+ 0.0015462125835038229,
319
+ 0.0014714195866637303,
320
+ 0.0013183762562581358,
321
+ 0.0011809828321078387,
322
+ 0.0011612988522835036,
323
+ 0.0010891601715189868,
324
+ 0.0010472087046101157,
325
+ 0.0009936120939363219,
326
+ 0.0009047779859555316,
327
+ 0.0008625537897776536,
328
+ 0.0008439913061715355,
329
+ 0.0008046155399921879,
330
+ 0.0007219898388032732,
331
+ 0.0007119737085473419,
332
+ 0.0006520888341317421,
333
+ 0.000631529371325581,
334
+ 0.0005935155522929893,
335
+ 0.0005878319209315738,
336
+ 0.0004906400280706883,
337
+ 0.0004739762255978013,
338
+ 0.0004700335554403494,
339
+ 0.00044355042079955587,
340
+ 0.00043620756959045426,
341
+ 0.00035146803523392316,
342
+ 0.0002881600314506756,
343
+ 0.00021403701270289606,
344
+ 0.00016478059566041816,
345
+ 0.00010325825987091997,
346
+ 4.764272524806211e-05
347
+ ]
348
+ },
349
+ "cv_performance": {
350
+ "prediction": {
351
+ "accuracy": 95.55555555555554,
352
+ "precision": 0.0,
353
+ "recall": 0.0,
354
+ "f1": 0.0
355
+ },
356
+ "selection": {
357
+ "precision": 6.403659444088487,
358
+ "recall": 1.7261904761904758,
359
+ "f1": 2.716331559379125,
360
+ "jaccard": 1.3779654453564285
361
+ }
362
+ }
363
+ }
p3/regress/Hypertension/significant_genes_condition_COVID-19.json ADDED
@@ -0,0 +1,345 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "significant_genes": {
3
+ "Variable": [
4
+ "PTRH2",
5
+ "COPS3",
6
+ "BET1",
7
+ "NSD1",
8
+ "TTC21B",
9
+ "TMC4",
10
+ "LSM1",
11
+ "TP53I3",
12
+ "S100A9",
13
+ "KAZALD1",
14
+ "INTS9",
15
+ "AP3B1",
16
+ "TCEAL8",
17
+ "GBA1LP",
18
+ "PKP1",
19
+ "CHM",
20
+ "SLC46A1",
21
+ "SUPT16H",
22
+ "PSG8",
23
+ "LAMA3",
24
+ "PRKAG3",
25
+ "WHAMMP2",
26
+ "DDX11L9",
27
+ "ZNF33B",
28
+ "TGFB2",
29
+ "NEO1",
30
+ "C19orf53",
31
+ "RAB11FIP4",
32
+ "SNORD36A",
33
+ "SPHK1",
34
+ "IL17REL",
35
+ "DKK3",
36
+ "ISG20",
37
+ "GPC2",
38
+ "LRRD1",
39
+ "HOXA9",
40
+ "OTULIN",
41
+ "FASTKD1",
42
+ "PAIP2B",
43
+ "LZTS2",
44
+ "RHOA",
45
+ "TMCC2",
46
+ "GSTO1",
47
+ "SNAR-I",
48
+ "SDF2L1",
49
+ "GGCX",
50
+ "HSD17B11",
51
+ "ALDH3B1",
52
+ "SPX",
53
+ "POLRMT",
54
+ "WRAP73",
55
+ "ANGPT2",
56
+ "CLIP4",
57
+ "ANK1",
58
+ "CSKMT",
59
+ "ARID3A",
60
+ "SELENOW",
61
+ "TRAPPC12",
62
+ "URGCP",
63
+ "IRF1",
64
+ "FABP4",
65
+ "SYT12",
66
+ "FAM177A1",
67
+ "MBD3",
68
+ "ADGRE2",
69
+ "ANKZF1",
70
+ "RARRES1",
71
+ "PHTF2",
72
+ "TTC23",
73
+ "CARD17P",
74
+ "PIP5KL1",
75
+ "PRAMEF15",
76
+ "PROK1",
77
+ "GPAT2",
78
+ "CHIT1",
79
+ "GLI2",
80
+ "CYP1B1",
81
+ "ATP5F1C",
82
+ "GNL3",
83
+ "MARCHF9",
84
+ "DARS1",
85
+ "RPL14",
86
+ "GEMIN4",
87
+ "TREM1",
88
+ "CYREN",
89
+ "RAB21",
90
+ "ZNF816",
91
+ "RSAD2",
92
+ "CD302",
93
+ "CLTCL1",
94
+ "SLC7A6OS",
95
+ "SLC1A2",
96
+ "CCDC106",
97
+ "TPPP",
98
+ "HS6ST1",
99
+ "RINT1",
100
+ "GCLC",
101
+ "PSCA",
102
+ "MRTO4",
103
+ "CLDND1",
104
+ "CERS3",
105
+ "CCL17",
106
+ "INKA2",
107
+ "APOBEC3B",
108
+ "PDSS2",
109
+ "AHSP",
110
+ "TGM2"
111
+ ],
112
+ "Coefficient": [
113
+ 0.04359008521505091,
114
+ -0.043102252384710216,
115
+ -0.03650029216421202,
116
+ 0.030440245302022155,
117
+ 0.02921849785307621,
118
+ -0.02055148539215248,
119
+ 0.020397830256651362,
120
+ -0.018468632692555473,
121
+ 0.018465788965069427,
122
+ 0.018463481325094115,
123
+ -0.018193604576520393,
124
+ 0.01757186041248749,
125
+ -0.016192741677685293,
126
+ 0.01607998251876627,
127
+ 0.015719417786968937,
128
+ -0.013649732303315417,
129
+ -0.012645907709208763,
130
+ 0.012397502732481502,
131
+ 0.012181662125305857,
132
+ -0.01216727688305739,
133
+ -0.011236514693195917,
134
+ 0.011124406063748022,
135
+ 0.010425297375157386,
136
+ -0.01024557869195801,
137
+ -0.009919035736111208,
138
+ -0.009713265457146441,
139
+ 0.009250606732043852,
140
+ 0.008692937607866933,
141
+ -0.008680436688861752,
142
+ -0.008578934215874398,
143
+ 0.008555162195938612,
144
+ -0.008193261129562372,
145
+ 0.008122172793243026,
146
+ 0.008105570604886828,
147
+ 0.007852788279333197,
148
+ -0.0064948073996117925,
149
+ -0.006410158004356412,
150
+ -0.006380604527690493,
151
+ 0.006240469553892163,
152
+ -0.0059642821626647085,
153
+ -0.005765327010238916,
154
+ 0.00573747491752474,
155
+ 0.005573190299276315,
156
+ -0.005533140653511196,
157
+ 0.005204657340168071,
158
+ 0.004974450408249361,
159
+ 0.004953415674135701,
160
+ -0.004899654547176296,
161
+ -0.004574292166331859,
162
+ -0.00448807752866684,
163
+ -0.004484459288520277,
164
+ 0.004483558386439768,
165
+ 0.004157930974595505,
166
+ 0.0041255106200894145,
167
+ 0.004098245652167741,
168
+ -0.003968245110698925,
169
+ 0.003915220129828334,
170
+ -0.0038019026797002794,
171
+ 0.003544804409892222,
172
+ 0.003400396997804495,
173
+ 0.0033480925373265604,
174
+ 0.003346334015708145,
175
+ 0.003316639846900912,
176
+ -0.0032086895071965034,
177
+ -0.0028355665534261745,
178
+ -0.0028237332437443677,
179
+ 0.0028117373732491433,
180
+ -0.0028014419735771677,
181
+ 0.0027255998511145,
182
+ 0.00271376095804957,
183
+ 0.002687164773220632,
184
+ 0.0025216713381121946,
185
+ -0.002518349774544334,
186
+ -0.0024644670855866347,
187
+ -0.0024614200505718425,
188
+ -0.002449201978842631,
189
+ 0.002274189252432837,
190
+ -0.0021959001132583725,
191
+ -0.002042584355119522,
192
+ -0.0019587046533442384,
193
+ -0.0018962837256500632,
194
+ 0.0018960397605821881,
195
+ -0.0018836637189185775,
196
+ 0.0018396923530224682,
197
+ -0.0017546740044201172,
198
+ 0.0017070722123259633,
199
+ 0.0016760836782101533,
200
+ 0.0016663404736775452,
201
+ 0.0015848658294941795,
202
+ 0.0015342383517751614,
203
+ 0.0013926260489597294,
204
+ 0.00136910998601999,
205
+ -0.001258409003731668,
206
+ -0.0012081253307826855,
207
+ -0.001193962871136567,
208
+ -0.0010249923484061173,
209
+ -0.001023120792148612,
210
+ -0.000886409764208561,
211
+ 0.0008400849364427587,
212
+ 0.0008387640453393447,
213
+ -0.000834471124322294,
214
+ 0.0005034201970734731,
215
+ -0.0004481791035105122,
216
+ 0.00040421326839400917,
217
+ -0.00039048141725763906,
218
+ 0.00012754108057252224,
219
+ 0.00012122230971839489
220
+ ],
221
+ "Absolute Coefficient": [
222
+ 0.04359008521505091,
223
+ 0.043102252384710216,
224
+ 0.03650029216421202,
225
+ 0.030440245302022155,
226
+ 0.02921849785307621,
227
+ 0.02055148539215248,
228
+ 0.020397830256651362,
229
+ 0.018468632692555473,
230
+ 0.018465788965069427,
231
+ 0.018463481325094115,
232
+ 0.018193604576520393,
233
+ 0.01757186041248749,
234
+ 0.016192741677685293,
235
+ 0.01607998251876627,
236
+ 0.015719417786968937,
237
+ 0.013649732303315417,
238
+ 0.012645907709208763,
239
+ 0.012397502732481502,
240
+ 0.012181662125305857,
241
+ 0.01216727688305739,
242
+ 0.011236514693195917,
243
+ 0.011124406063748022,
244
+ 0.010425297375157386,
245
+ 0.01024557869195801,
246
+ 0.009919035736111208,
247
+ 0.009713265457146441,
248
+ 0.009250606732043852,
249
+ 0.008692937607866933,
250
+ 0.008680436688861752,
251
+ 0.008578934215874398,
252
+ 0.008555162195938612,
253
+ 0.008193261129562372,
254
+ 0.008122172793243026,
255
+ 0.008105570604886828,
256
+ 0.007852788279333197,
257
+ 0.0064948073996117925,
258
+ 0.006410158004356412,
259
+ 0.006380604527690493,
260
+ 0.006240469553892163,
261
+ 0.0059642821626647085,
262
+ 0.005765327010238916,
263
+ 0.00573747491752474,
264
+ 0.005573190299276315,
265
+ 0.005533140653511196,
266
+ 0.005204657340168071,
267
+ 0.004974450408249361,
268
+ 0.004953415674135701,
269
+ 0.004899654547176296,
270
+ 0.004574292166331859,
271
+ 0.00448807752866684,
272
+ 0.004484459288520277,
273
+ 0.004483558386439768,
274
+ 0.004157930974595505,
275
+ 0.0041255106200894145,
276
+ 0.004098245652167741,
277
+ 0.003968245110698925,
278
+ 0.003915220129828334,
279
+ 0.0038019026797002794,
280
+ 0.003544804409892222,
281
+ 0.003400396997804495,
282
+ 0.0033480925373265604,
283
+ 0.003346334015708145,
284
+ 0.003316639846900912,
285
+ 0.0032086895071965034,
286
+ 0.0028355665534261745,
287
+ 0.0028237332437443677,
288
+ 0.0028117373732491433,
289
+ 0.0028014419735771677,
290
+ 0.0027255998511145,
291
+ 0.00271376095804957,
292
+ 0.002687164773220632,
293
+ 0.0025216713381121946,
294
+ 0.002518349774544334,
295
+ 0.0024644670855866347,
296
+ 0.0024614200505718425,
297
+ 0.002449201978842631,
298
+ 0.002274189252432837,
299
+ 0.0021959001132583725,
300
+ 0.002042584355119522,
301
+ 0.0019587046533442384,
302
+ 0.0018962837256500632,
303
+ 0.0018960397605821881,
304
+ 0.0018836637189185775,
305
+ 0.0018396923530224682,
306
+ 0.0017546740044201172,
307
+ 0.0017070722123259633,
308
+ 0.0016760836782101533,
309
+ 0.0016663404736775452,
310
+ 0.0015848658294941795,
311
+ 0.0015342383517751614,
312
+ 0.0013926260489597294,
313
+ 0.00136910998601999,
314
+ 0.001258409003731668,
315
+ 0.0012081253307826855,
316
+ 0.001193962871136567,
317
+ 0.0010249923484061173,
318
+ 0.001023120792148612,
319
+ 0.000886409764208561,
320
+ 0.0008400849364427587,
321
+ 0.0008387640453393447,
322
+ 0.000834471124322294,
323
+ 0.0005034201970734731,
324
+ 0.0004481791035105122,
325
+ 0.00040421326839400917,
326
+ 0.00039048141725763906,
327
+ 0.00012754108057252224,
328
+ 0.00012122230971839489
329
+ ]
330
+ },
331
+ "cv_performance": {
332
+ "prediction": {
333
+ "accuracy": 95.55555555555554,
334
+ "precision": 0.0,
335
+ "recall": 0.0,
336
+ "f1": 0.0
337
+ },
338
+ "selection": {
339
+ "precision": 4.957808286228672,
340
+ "recall": 1.369047619047619,
341
+ "f1": 2.1439063186246816,
342
+ "jaccard": 1.0847040153213476
343
+ }
344
+ }
345
+ }
p3/regress/Hypertension/significant_genes_condition_Cardiovascular_Disease.json ADDED
@@ -0,0 +1,342 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "significant_genes": {
3
+ "Variable": [
4
+ "COPS3",
5
+ "PTRH2",
6
+ "BET1",
7
+ "TTC21B",
8
+ "NSD1",
9
+ "INTS9",
10
+ "KAZALD1",
11
+ "TP53I3",
12
+ "AP3B1",
13
+ "TMC4",
14
+ "LSM1",
15
+ "TCEAL8",
16
+ "GBA1LP",
17
+ "SUPT16H",
18
+ "S100A9",
19
+ "PRKAG3",
20
+ "CHM",
21
+ "DDX11L9",
22
+ "IL17REL",
23
+ "PSG8",
24
+ "PAIP2B",
25
+ "PKP1",
26
+ "LAMA3",
27
+ "SYT12",
28
+ "TGFB2",
29
+ "PHTF2",
30
+ "SLC46A1",
31
+ "DKK3",
32
+ "IRF1",
33
+ "FASTKD1",
34
+ "RHOA",
35
+ "NEO1",
36
+ "WHAMMP2",
37
+ "GSTO1",
38
+ "HOXA9",
39
+ "CARD17P",
40
+ "CLIP4",
41
+ "RAB11FIP4",
42
+ "C19orf53",
43
+ "LIPA",
44
+ "SPX",
45
+ "HSD17B11",
46
+ "SNAR-I",
47
+ "SELENOW",
48
+ "POLRMT",
49
+ "SPHK1",
50
+ "OTULIN",
51
+ "SNORD36A",
52
+ "GCLC",
53
+ "TMCC2",
54
+ "TRAPPC12",
55
+ "WRAP73",
56
+ "ISG20",
57
+ "RAB21",
58
+ "RPL14",
59
+ "GNL3",
60
+ "FAM177A1",
61
+ "IFIH1",
62
+ "MRTO4",
63
+ "MARCHF9",
64
+ "MBD3",
65
+ "GPC2",
66
+ "PSCA",
67
+ "ZNF33B",
68
+ "ARSI",
69
+ "LRRD1",
70
+ "RARRES1",
71
+ "GSTA2",
72
+ "TTC23",
73
+ "LZTS2",
74
+ "HFE",
75
+ "INKA2",
76
+ "CYREN",
77
+ "GEMIN4",
78
+ "CSKMT",
79
+ "FOSB",
80
+ "GNG5",
81
+ "FABP4",
82
+ "APOBEC3B",
83
+ "PRAMEF15",
84
+ "PDSS2",
85
+ "ANK1",
86
+ "TUSC2",
87
+ "TREM1",
88
+ "DARS1",
89
+ "ATXN7L1",
90
+ "EGR1",
91
+ "FAAH2",
92
+ "SLC7A6OS",
93
+ "HS6ST1",
94
+ "SDF2L1",
95
+ "GLI2",
96
+ "PTPN12",
97
+ "GPAT2",
98
+ "CYP1B1",
99
+ "ANKZF1",
100
+ "RINT1",
101
+ "LHFPL2",
102
+ "SLC1A2",
103
+ "LGALS3",
104
+ "H4C4",
105
+ "ATP5F1C",
106
+ "ARID3A",
107
+ "ZFAND2A",
108
+ "PROK1",
109
+ "NEDD9"
110
+ ],
111
+ "Coefficient": [
112
+ -0.04840839131786107,
113
+ 0.04535531213321788,
114
+ -0.03631364471778649,
115
+ 0.03291537182985972,
116
+ 0.030747985095569825,
117
+ -0.021627114645714214,
118
+ 0.020164104296533522,
119
+ -0.01956844120349585,
120
+ 0.01951457935655175,
121
+ -0.019362105651358253,
122
+ 0.019173166103550875,
123
+ -0.0187109443403053,
124
+ 0.017858510431792894,
125
+ 0.016704164341603087,
126
+ 0.015281764223133149,
127
+ -0.013235461393609088,
128
+ -0.012958986522837997,
129
+ 0.01291344673739524,
130
+ 0.012160668976877821,
131
+ 0.012050291730571764,
132
+ 0.010980523733303485,
133
+ 0.010901593323600299,
134
+ -0.010439278789941364,
135
+ 0.01041157508043962,
136
+ -0.010181636383105637,
137
+ -0.00884785022285964,
138
+ -0.008640737769918357,
139
+ -0.008602224900919851,
140
+ 0.008485573734006125,
141
+ -0.008180816769837517,
142
+ -0.008156508270504391,
143
+ -0.007102022487454394,
144
+ 0.007095475341020312,
145
+ 0.006908028187635916,
146
+ -0.006708778874607113,
147
+ 0.006649361730663909,
148
+ 0.005990225028222824,
149
+ 0.005982825387049219,
150
+ 0.0059593723188224096,
151
+ 0.005583217900750618,
152
+ -0.005479433041773611,
153
+ 0.005453384164715067,
154
+ -0.005446676423610588,
155
+ 0.005171893324282592,
156
+ -0.004911201600857739,
157
+ -0.00486948071088367,
158
+ -0.004776563762084095,
159
+ -0.004645181137477204,
160
+ -0.004567629305504755,
161
+ 0.00442525076362228,
162
+ -0.004339676328639042,
163
+ -0.00427332175063015,
164
+ 0.004211922697024497,
165
+ 0.0042064538316436305,
166
+ 0.004077859890079353,
167
+ -0.004038971231214765,
168
+ 0.003955283287747222,
169
+ 0.003937691436072722,
170
+ 0.0037988617793409357,
171
+ -0.0037563666530729773,
172
+ -0.003714469697805684,
173
+ 0.0034733767563239226,
174
+ -0.0033129410885421656,
175
+ -0.0032486229317287346,
176
+ 0.003242927761392308,
177
+ 0.0029821125655652633,
178
+ 0.0028801931903835506,
179
+ -0.0028220250522026304,
180
+ 0.0027975434813790616,
181
+ -0.0027256668430810068,
182
+ 0.002712996076141479,
183
+ -0.002529775913026673,
184
+ -0.0023858212790351494,
185
+ -0.0023322114386493346,
186
+ 0.002277429231978848,
187
+ -0.002091857293247786,
188
+ 0.001953417716709079,
189
+ 0.001913827951019322,
190
+ 0.0018221849339998721,
191
+ 0.0017789394706877774,
192
+ -0.00176077212584122,
193
+ 0.0016831075105810918,
194
+ 0.0016207696748473887,
195
+ 0.0014682169856698067,
196
+ -0.001454955945511781,
197
+ 0.001276623095129526,
198
+ -0.0011517590111114803,
199
+ 0.0011387946839583405,
200
+ 0.0010550403112957183,
201
+ -0.001036463482395931,
202
+ 0.0010294931032337595,
203
+ -0.0009846110365088784,
204
+ 0.0009512294512632773,
205
+ -0.0007642117404587223,
206
+ 0.0007248744503338373,
207
+ -0.0006904696010670528,
208
+ -0.000675502819891462,
209
+ 0.0006129960131527518,
210
+ 0.0005455838686405111,
211
+ -0.0005443580105748254,
212
+ 0.0005373725791576338,
213
+ -0.00048266775097726534,
214
+ -0.0004058930348089347,
215
+ 0.00018071534122607059,
216
+ -0.00013646686749317041,
217
+ -3.825841558801561e-05
218
+ ],
219
+ "Absolute Coefficient": [
220
+ 0.04840839131786107,
221
+ 0.04535531213321788,
222
+ 0.03631364471778649,
223
+ 0.03291537182985972,
224
+ 0.030747985095569825,
225
+ 0.021627114645714214,
226
+ 0.020164104296533522,
227
+ 0.01956844120349585,
228
+ 0.01951457935655175,
229
+ 0.019362105651358253,
230
+ 0.019173166103550875,
231
+ 0.0187109443403053,
232
+ 0.017858510431792894,
233
+ 0.016704164341603087,
234
+ 0.015281764223133149,
235
+ 0.013235461393609088,
236
+ 0.012958986522837997,
237
+ 0.01291344673739524,
238
+ 0.012160668976877821,
239
+ 0.012050291730571764,
240
+ 0.010980523733303485,
241
+ 0.010901593323600299,
242
+ 0.010439278789941364,
243
+ 0.01041157508043962,
244
+ 0.010181636383105637,
245
+ 0.00884785022285964,
246
+ 0.008640737769918357,
247
+ 0.008602224900919851,
248
+ 0.008485573734006125,
249
+ 0.008180816769837517,
250
+ 0.008156508270504391,
251
+ 0.007102022487454394,
252
+ 0.007095475341020312,
253
+ 0.006908028187635916,
254
+ 0.006708778874607113,
255
+ 0.006649361730663909,
256
+ 0.005990225028222824,
257
+ 0.005982825387049219,
258
+ 0.0059593723188224096,
259
+ 0.005583217900750618,
260
+ 0.005479433041773611,
261
+ 0.005453384164715067,
262
+ 0.005446676423610588,
263
+ 0.005171893324282592,
264
+ 0.004911201600857739,
265
+ 0.00486948071088367,
266
+ 0.004776563762084095,
267
+ 0.004645181137477204,
268
+ 0.004567629305504755,
269
+ 0.00442525076362228,
270
+ 0.004339676328639042,
271
+ 0.00427332175063015,
272
+ 0.004211922697024497,
273
+ 0.0042064538316436305,
274
+ 0.004077859890079353,
275
+ 0.004038971231214765,
276
+ 0.003955283287747222,
277
+ 0.003937691436072722,
278
+ 0.0037988617793409357,
279
+ 0.0037563666530729773,
280
+ 0.003714469697805684,
281
+ 0.0034733767563239226,
282
+ 0.0033129410885421656,
283
+ 0.0032486229317287346,
284
+ 0.003242927761392308,
285
+ 0.0029821125655652633,
286
+ 0.0028801931903835506,
287
+ 0.0028220250522026304,
288
+ 0.0027975434813790616,
289
+ 0.0027256668430810068,
290
+ 0.002712996076141479,
291
+ 0.002529775913026673,
292
+ 0.0023858212790351494,
293
+ 0.0023322114386493346,
294
+ 0.002277429231978848,
295
+ 0.002091857293247786,
296
+ 0.001953417716709079,
297
+ 0.001913827951019322,
298
+ 0.0018221849339998721,
299
+ 0.0017789394706877774,
300
+ 0.00176077212584122,
301
+ 0.0016831075105810918,
302
+ 0.0016207696748473887,
303
+ 0.0014682169856698067,
304
+ 0.001454955945511781,
305
+ 0.001276623095129526,
306
+ 0.0011517590111114803,
307
+ 0.0011387946839583405,
308
+ 0.0010550403112957183,
309
+ 0.001036463482395931,
310
+ 0.0010294931032337595,
311
+ 0.0009846110365088784,
312
+ 0.0009512294512632773,
313
+ 0.0007642117404587223,
314
+ 0.0007248744503338373,
315
+ 0.0006904696010670528,
316
+ 0.000675502819891462,
317
+ 0.0006129960131527518,
318
+ 0.0005455838686405111,
319
+ 0.0005443580105748254,
320
+ 0.0005373725791576338,
321
+ 0.00048266775097726534,
322
+ 0.0004058930348089347,
323
+ 0.00018071534122607059,
324
+ 0.00013646686749317041,
325
+ 3.825841558801561e-05
326
+ ]
327
+ },
328
+ "cv_performance": {
329
+ "prediction": {
330
+ "accuracy": 95.55555555555554,
331
+ "precision": 0.0,
332
+ "recall": 0.0,
333
+ "f1": 0.0
334
+ },
335
+ "selection": {
336
+ "precision": 6.1210640928183135,
337
+ "recall": 1.6666666666666665,
338
+ "f1": 2.615055169396285,
339
+ "jaccard": 1.3262529080938732
340
+ }
341
+ }
342
+ }
p3/regress/Hypertension/significant_genes_condition_Chronic_kidney_disease.json ADDED
@@ -0,0 +1,354 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "significant_genes": {
3
+ "Variable": [
4
+ "COPS3",
5
+ "PTRH2",
6
+ "BET1",
7
+ "TTC21B",
8
+ "NSD1",
9
+ "INTS9",
10
+ "AP3B1",
11
+ "KAZALD1",
12
+ "TMC4",
13
+ "TP53I3",
14
+ "TCEAL8",
15
+ "LSM1",
16
+ "SUPT16H",
17
+ "GBA1LP",
18
+ "S100A9",
19
+ "CHM",
20
+ "PSG8",
21
+ "DDX11L9",
22
+ "PRKAG3",
23
+ "IL17REL",
24
+ "PKP1",
25
+ "TGFB2",
26
+ "PAIP2B",
27
+ "PHTF2",
28
+ "SLC46A1",
29
+ "IRF1",
30
+ "SYT12",
31
+ "LAMA3",
32
+ "RHOA",
33
+ "FASTKD1",
34
+ "DKK3",
35
+ "WHAMMP2",
36
+ "GSTO1",
37
+ "POLRMT",
38
+ "NEO1",
39
+ "HOXA9",
40
+ "SELENOW",
41
+ "SNAR-I",
42
+ "CARD17P",
43
+ "RAB11FIP4",
44
+ "C19orf53",
45
+ "TMCC2",
46
+ "LIPA",
47
+ "IFIH1",
48
+ "SPX",
49
+ "OTULIN",
50
+ "HSD17B11",
51
+ "CLIP4",
52
+ "WRAP73",
53
+ "SPHK1",
54
+ "SNORD36A",
55
+ "GCLC",
56
+ "ISG20",
57
+ "RPL14",
58
+ "GPC2",
59
+ "RAB21",
60
+ "PSCA",
61
+ "HFE",
62
+ "RARRES1",
63
+ "FAM177A1",
64
+ "HS6ST1",
65
+ "LRRD1",
66
+ "MRTO4",
67
+ "TRAPPC12",
68
+ "ARSI",
69
+ "APOBEC3B",
70
+ "INKA2",
71
+ "SLC7A6OS",
72
+ "PDSS2",
73
+ "MARCHF9",
74
+ "TTC23",
75
+ "CYREN",
76
+ "GSTA2",
77
+ "ZFAND2A",
78
+ "TUSC2",
79
+ "GNL3",
80
+ "CYP1B1",
81
+ "TREM1",
82
+ "MBD3",
83
+ "PRAMEF15",
84
+ "LZTS2",
85
+ "NEDD9",
86
+ "FOSB",
87
+ "FABP4",
88
+ "CSKMT",
89
+ "GEMIN4",
90
+ "PTPN12",
91
+ "SDF2L1",
92
+ "SLC1A2",
93
+ "EIF5AL1",
94
+ "RINT1",
95
+ "H4C4",
96
+ "GNG5",
97
+ "DARS1",
98
+ "ZNF33B",
99
+ "EGR1",
100
+ "GLI2",
101
+ "FAAH2",
102
+ "ETAA1",
103
+ "PROK1",
104
+ "A1BG-AS1",
105
+ "CFC1",
106
+ "GPAT2",
107
+ "ATXN7L1",
108
+ "ARID3A",
109
+ "CLTCL1",
110
+ "ALDH3B1",
111
+ "AHSP",
112
+ "LGALS3",
113
+ "ANK1"
114
+ ],
115
+ "Coefficient": [
116
+ -0.04791617894391467,
117
+ 0.0446587484308919,
118
+ -0.0356342448809607,
119
+ 0.03179714089449625,
120
+ 0.031508469842285995,
121
+ -0.02153157185314759,
122
+ 0.0206517936068977,
123
+ 0.01966129674678288,
124
+ -0.019404288516094506,
125
+ -0.019034189743569945,
126
+ -0.01783117001846969,
127
+ 0.017766399233718252,
128
+ 0.016959414329738798,
129
+ 0.01654743010587249,
130
+ 0.014501535659210167,
131
+ -0.01362079127448861,
132
+ 0.012604182605988485,
133
+ 0.012546541763898106,
134
+ -0.012079224067771739,
135
+ 0.011783345218712694,
136
+ 0.011187662109132615,
137
+ -0.010455361844472105,
138
+ 0.00981478732879792,
139
+ -0.009741124094788807,
140
+ -0.009243165665637576,
141
+ 0.009113829205057955,
142
+ 0.009031617702005841,
143
+ -0.009003801602700954,
144
+ -0.008832085871328211,
145
+ -0.008763383818536061,
146
+ -0.008098830947072247,
147
+ 0.007954320460175515,
148
+ 0.0076191509599586585,
149
+ -0.006836556172323067,
150
+ -0.006807974709822153,
151
+ -0.006204138343023233,
152
+ 0.006198495544393472,
153
+ -0.006147011795580792,
154
+ 0.006134656168418034,
155
+ 0.006108483380562405,
156
+ 0.006055390861385527,
157
+ 0.005426694452690735,
158
+ 0.005364804855233271,
159
+ 0.0050728557185639065,
160
+ -0.005014166735598666,
161
+ -0.004954635797271355,
162
+ 0.004862967712027096,
163
+ 0.004755186111084697,
164
+ -0.004630310686391143,
165
+ -0.004585532729955927,
166
+ -0.0043946493782756405,
167
+ -0.004345545639822783,
168
+ 0.00417473535666207,
169
+ 0.004064423448189232,
170
+ 0.0040320412638198844,
171
+ 0.0038959667606426637,
172
+ -0.0038769774035192703,
173
+ 0.003795483492608326,
174
+ 0.0034685348199932704,
175
+ 0.00324875702620222,
176
+ -0.003119415091508689,
177
+ 0.0030308327913293283,
178
+ 0.002915565339208217,
179
+ -0.0028481553008996388,
180
+ 0.0028467006735389596,
181
+ 0.002834178539776989,
182
+ -0.0027667719203489974,
183
+ 0.0025618453657454154,
184
+ -0.0024946905131921176,
185
+ -0.0023833258023860946,
186
+ 0.0023569321019264746,
187
+ -0.002206569992349996,
188
+ -0.002191457368416221,
189
+ 0.0021897568821220596,
190
+ 0.0020932874291530834,
191
+ -0.002077793663638879,
192
+ 0.002023724060817525,
193
+ 0.00199485212954952,
194
+ -0.0018629900870405923,
195
+ 0.0018523830420454541,
196
+ -0.001835776069299302,
197
+ -0.001786521462338201,
198
+ -0.0017669471832883195,
199
+ 0.0017666173518639439,
200
+ 0.0017147540146145441,
201
+ -0.001652202411670564,
202
+ 0.001644170053373755,
203
+ 0.0016377109697436865,
204
+ 0.0016107769116684952,
205
+ -0.0014157926404029103,
206
+ -0.0014147749273207143,
207
+ 0.0013552318914812843,
208
+ 0.0013153800991811463,
209
+ -0.0013040267648839726,
210
+ -0.001296452590826854,
211
+ -0.0011796978277846181,
212
+ -0.0010792393359749391,
213
+ 0.0010021160897492594,
214
+ -0.0009294003378724895,
215
+ -0.0006926956043772486,
216
+ -0.000674271809636835,
217
+ -0.0006495873945426226,
218
+ -0.0005062126277020534,
219
+ 0.0004206270705544022,
220
+ -0.00034294064621380487,
221
+ 0.00033072346227598913,
222
+ -0.0001422330809679134,
223
+ 7.771128476769975e-05,
224
+ -7.199756196853698e-05,
225
+ 3.5631558318844256e-06
226
+ ],
227
+ "Absolute Coefficient": [
228
+ 0.04791617894391467,
229
+ 0.0446587484308919,
230
+ 0.0356342448809607,
231
+ 0.03179714089449625,
232
+ 0.031508469842285995,
233
+ 0.02153157185314759,
234
+ 0.0206517936068977,
235
+ 0.01966129674678288,
236
+ 0.019404288516094506,
237
+ 0.019034189743569945,
238
+ 0.01783117001846969,
239
+ 0.017766399233718252,
240
+ 0.016959414329738798,
241
+ 0.01654743010587249,
242
+ 0.014501535659210167,
243
+ 0.01362079127448861,
244
+ 0.012604182605988485,
245
+ 0.012546541763898106,
246
+ 0.012079224067771739,
247
+ 0.011783345218712694,
248
+ 0.011187662109132615,
249
+ 0.010455361844472105,
250
+ 0.00981478732879792,
251
+ 0.009741124094788807,
252
+ 0.009243165665637576,
253
+ 0.009113829205057955,
254
+ 0.009031617702005841,
255
+ 0.009003801602700954,
256
+ 0.008832085871328211,
257
+ 0.008763383818536061,
258
+ 0.008098830947072247,
259
+ 0.007954320460175515,
260
+ 0.0076191509599586585,
261
+ 0.006836556172323067,
262
+ 0.006807974709822153,
263
+ 0.006204138343023233,
264
+ 0.006198495544393472,
265
+ 0.006147011795580792,
266
+ 0.006134656168418034,
267
+ 0.006108483380562405,
268
+ 0.006055390861385527,
269
+ 0.005426694452690735,
270
+ 0.005364804855233271,
271
+ 0.0050728557185639065,
272
+ 0.005014166735598666,
273
+ 0.004954635797271355,
274
+ 0.004862967712027096,
275
+ 0.004755186111084697,
276
+ 0.004630310686391143,
277
+ 0.004585532729955927,
278
+ 0.0043946493782756405,
279
+ 0.004345545639822783,
280
+ 0.00417473535666207,
281
+ 0.004064423448189232,
282
+ 0.0040320412638198844,
283
+ 0.0038959667606426637,
284
+ 0.0038769774035192703,
285
+ 0.003795483492608326,
286
+ 0.0034685348199932704,
287
+ 0.00324875702620222,
288
+ 0.003119415091508689,
289
+ 0.0030308327913293283,
290
+ 0.002915565339208217,
291
+ 0.0028481553008996388,
292
+ 0.0028467006735389596,
293
+ 0.002834178539776989,
294
+ 0.0027667719203489974,
295
+ 0.0025618453657454154,
296
+ 0.0024946905131921176,
297
+ 0.0023833258023860946,
298
+ 0.0023569321019264746,
299
+ 0.002206569992349996,
300
+ 0.002191457368416221,
301
+ 0.0021897568821220596,
302
+ 0.0020932874291530834,
303
+ 0.002077793663638879,
304
+ 0.002023724060817525,
305
+ 0.00199485212954952,
306
+ 0.0018629900870405923,
307
+ 0.0018523830420454541,
308
+ 0.001835776069299302,
309
+ 0.001786521462338201,
310
+ 0.0017669471832883195,
311
+ 0.0017666173518639439,
312
+ 0.0017147540146145441,
313
+ 0.001652202411670564,
314
+ 0.001644170053373755,
315
+ 0.0016377109697436865,
316
+ 0.0016107769116684952,
317
+ 0.0014157926404029103,
318
+ 0.0014147749273207143,
319
+ 0.0013552318914812843,
320
+ 0.0013153800991811463,
321
+ 0.0013040267648839726,
322
+ 0.001296452590826854,
323
+ 0.0011796978277846181,
324
+ 0.0010792393359749391,
325
+ 0.0010021160897492594,
326
+ 0.0009294003378724895,
327
+ 0.0006926956043772486,
328
+ 0.000674271809636835,
329
+ 0.0006495873945426226,
330
+ 0.0005062126277020534,
331
+ 0.0004206270705544022,
332
+ 0.00034294064621380487,
333
+ 0.00033072346227598913,
334
+ 0.0001422330809679134,
335
+ 7.771128476769975e-05,
336
+ 7.199756196853698e-05,
337
+ 3.5631558318844256e-06
338
+ ]
339
+ },
340
+ "cv_performance": {
341
+ "prediction": {
342
+ "accuracy": 95.0,
343
+ "precision": 0.0,
344
+ "recall": 0.0,
345
+ "f1": 0.0
346
+ },
347
+ "selection": {
348
+ "precision": 6.637085979586109,
349
+ "recall": 1.7857142857142854,
350
+ "f1": 2.812017164001339,
351
+ "jaccard": 1.4272944240282885
352
+ }
353
+ }
354
+ }
p3/regress/Hypertension/significant_genes_condition_Chronic_obstructive_pulmonary_disease_(COPD).json ADDED
@@ -0,0 +1,348 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "significant_genes": {
3
+ "Variable": [
4
+ "COPS3",
5
+ "PTRH2",
6
+ "BET1",
7
+ "TTC21B",
8
+ "NSD1",
9
+ "INTS9",
10
+ "AP3B1",
11
+ "LSM1",
12
+ "KAZALD1",
13
+ "TCEAL8",
14
+ "TP53I3",
15
+ "TMC4",
16
+ "GBA1LP",
17
+ "SUPT16H",
18
+ "S100A9",
19
+ "PKP1",
20
+ "DDX11L9",
21
+ "PSG8",
22
+ "PRKAG3",
23
+ "CHM",
24
+ "FASTKD1",
25
+ "SLC46A1",
26
+ "PHTF2",
27
+ "IL17REL",
28
+ "SYT12",
29
+ "WHAMMP2",
30
+ "HSD17B11",
31
+ "DKK3",
32
+ "RHOA",
33
+ "TGFB2",
34
+ "PAIP2B",
35
+ "LAMA3",
36
+ "NEO1",
37
+ "HOXA9",
38
+ "GSTO1",
39
+ "IRF1",
40
+ "RAB11FIP4",
41
+ "CARD17P",
42
+ "CLIP4",
43
+ "TRAPPC12",
44
+ "SPX",
45
+ "SELENOW",
46
+ "TMCC2",
47
+ "SNORD36A",
48
+ "SLC7A6OS",
49
+ "PSCA",
50
+ "LZTS2",
51
+ "ISG20",
52
+ "OTULIN",
53
+ "RPL14",
54
+ "RAB21",
55
+ "SPHK1",
56
+ "GPC2",
57
+ "C19orf53",
58
+ "WRAP73",
59
+ "MRTO4",
60
+ "IFIH1",
61
+ "POLRMT",
62
+ "SNAR-I",
63
+ "GLI2",
64
+ "LIPA",
65
+ "GCLC",
66
+ "CYREN",
67
+ "INKA2",
68
+ "FABP4",
69
+ "ARSI",
70
+ "HFE",
71
+ "APOBEC3B",
72
+ "GEMIN4",
73
+ "ETAA1",
74
+ "BNIP2",
75
+ "GNG5",
76
+ "NUDCD3",
77
+ "TUSC2",
78
+ "FAM177A1",
79
+ "LRRD1",
80
+ "TREM1",
81
+ "SDF2L1",
82
+ "TTC23",
83
+ "PROK1",
84
+ "RARRES1",
85
+ "SAA1",
86
+ "MBD3",
87
+ "GGCX",
88
+ "URGCP",
89
+ "CYP1B1",
90
+ "GPAT2",
91
+ "C8orf82",
92
+ "H4C4",
93
+ "PTPN12",
94
+ "GNL3",
95
+ "LHFPL2",
96
+ "CSKMT",
97
+ "ANKZF1",
98
+ "CCDC71L",
99
+ "ATP5F1C",
100
+ "DARS1",
101
+ "AHI1",
102
+ "PRAMEF15",
103
+ "FOSB",
104
+ "GSTA2",
105
+ "CLDND1",
106
+ "CLTCL1",
107
+ "PDSS2",
108
+ "SLC1A2",
109
+ "FXYD5",
110
+ "RINT1",
111
+ "H1-10"
112
+ ],
113
+ "Coefficient": [
114
+ -0.04505762312273693,
115
+ 0.04418630669399126,
116
+ -0.03456023748146547,
117
+ 0.03409194277993509,
118
+ 0.02844516244760957,
119
+ -0.02289352425822443,
120
+ 0.021993135234188804,
121
+ 0.019241445108399542,
122
+ 0.019050677465831837,
123
+ -0.01856782987605534,
124
+ -0.018187114257012707,
125
+ -0.01754326831407921,
126
+ 0.01712385179415302,
127
+ 0.01679039481235038,
128
+ 0.015200145445081548,
129
+ 0.012853971451921601,
130
+ 0.012523223834135244,
131
+ 0.01235989125871564,
132
+ -0.012188123816437697,
133
+ -0.011996688477941832,
134
+ -0.01158914166266755,
135
+ -0.01124828548686262,
136
+ -0.010348660903958893,
137
+ 0.01012048783345831,
138
+ 0.009927278745858796,
139
+ 0.009385110469897411,
140
+ 0.00932714948910079,
141
+ -0.00923691028928943,
142
+ -0.00913028385308632,
143
+ -0.00848696399535051,
144
+ 0.008106963692328535,
145
+ -0.008078989930662132,
146
+ -0.00778279175483738,
147
+ -0.007724458728448874,
148
+ 0.006716167660467478,
149
+ 0.0065372898508736215,
150
+ 0.006511719940140308,
151
+ 0.006282342513298901,
152
+ 0.00615113245361025,
153
+ -0.006012675693757329,
154
+ -0.005988994776311233,
155
+ 0.005692857360150047,
156
+ 0.005562925840586822,
157
+ -0.005506430151915881,
158
+ 0.005309908586872094,
159
+ -0.00515330285070956,
160
+ -0.005124174363537487,
161
+ 0.004939910359843264,
162
+ -0.004847576288738362,
163
+ 0.004682657205508935,
164
+ 0.004629671549868574,
165
+ -0.0044803033251828,
166
+ 0.004466999205703613,
167
+ 0.004449222782315795,
168
+ -0.004417097195840866,
169
+ 0.004389486395350638,
170
+ 0.004118825751602911,
171
+ -0.0038470214684019166,
172
+ -0.0037455005320087094,
173
+ -0.0035322920818873487,
174
+ 0.003463160724166822,
175
+ -0.0034577123350108254,
176
+ -0.0034408088903101807,
177
+ -0.0032462704576454943,
178
+ 0.003225162985087216,
179
+ 0.0031790987458087177,
180
+ 0.0031770550686747324,
181
+ 0.0030336390331110164,
182
+ -0.0029566950865114417,
183
+ -0.002504249312818114,
184
+ -0.0024783315161750344,
185
+ 0.002397247356308852,
186
+ -0.0023874898606673378,
187
+ 0.002213105468277468,
188
+ 0.0021437067250129186,
189
+ 0.002110379980750516,
190
+ 0.0019646188695552516,
191
+ 0.001804557808532636,
192
+ 0.001766134941793487,
193
+ -0.00153075740013952,
194
+ 0.001456989106328427,
195
+ -0.0013722222871925744,
196
+ -0.0013441555061353904,
197
+ 0.0012321724009919151,
198
+ 0.001167932915099947,
199
+ 0.0011457360222756504,
200
+ -0.001035570947873639,
201
+ -0.0009712926539636959,
202
+ 0.0009379558103603278,
203
+ 0.0008909319635378245,
204
+ -0.0008640522138853664,
205
+ 0.0008090593071700845,
206
+ 0.0006983924349855936,
207
+ -0.0006311357032202051,
208
+ 0.000620146223515435,
209
+ -0.0005794941407307432,
210
+ -0.0005315604607394076,
211
+ -0.0004995285823995876,
212
+ 0.0004918582212385222,
213
+ -0.0004518177363272846,
214
+ -0.00042149467169690747,
215
+ 0.00040565941169451767,
216
+ 0.0003624608365583636,
217
+ -0.00030039158657653296,
218
+ 0.00026446785684895957,
219
+ 8.80256949538459e-05,
220
+ -7.587729403463348e-05,
221
+ 4.6345623444139214e-05
222
+ ],
223
+ "Absolute Coefficient": [
224
+ 0.04505762312273693,
225
+ 0.04418630669399126,
226
+ 0.03456023748146547,
227
+ 0.03409194277993509,
228
+ 0.02844516244760957,
229
+ 0.02289352425822443,
230
+ 0.021993135234188804,
231
+ 0.019241445108399542,
232
+ 0.019050677465831837,
233
+ 0.01856782987605534,
234
+ 0.018187114257012707,
235
+ 0.01754326831407921,
236
+ 0.01712385179415302,
237
+ 0.01679039481235038,
238
+ 0.015200145445081548,
239
+ 0.012853971451921601,
240
+ 0.012523223834135244,
241
+ 0.01235989125871564,
242
+ 0.012188123816437697,
243
+ 0.011996688477941832,
244
+ 0.01158914166266755,
245
+ 0.01124828548686262,
246
+ 0.010348660903958893,
247
+ 0.01012048783345831,
248
+ 0.009927278745858796,
249
+ 0.009385110469897411,
250
+ 0.00932714948910079,
251
+ 0.00923691028928943,
252
+ 0.00913028385308632,
253
+ 0.00848696399535051,
254
+ 0.008106963692328535,
255
+ 0.008078989930662132,
256
+ 0.00778279175483738,
257
+ 0.007724458728448874,
258
+ 0.006716167660467478,
259
+ 0.0065372898508736215,
260
+ 0.006511719940140308,
261
+ 0.006282342513298901,
262
+ 0.00615113245361025,
263
+ 0.006012675693757329,
264
+ 0.005988994776311233,
265
+ 0.005692857360150047,
266
+ 0.005562925840586822,
267
+ 0.005506430151915881,
268
+ 0.005309908586872094,
269
+ 0.00515330285070956,
270
+ 0.005124174363537487,
271
+ 0.004939910359843264,
272
+ 0.004847576288738362,
273
+ 0.004682657205508935,
274
+ 0.004629671549868574,
275
+ 0.0044803033251828,
276
+ 0.004466999205703613,
277
+ 0.004449222782315795,
278
+ 0.004417097195840866,
279
+ 0.004389486395350638,
280
+ 0.004118825751602911,
281
+ 0.0038470214684019166,
282
+ 0.0037455005320087094,
283
+ 0.0035322920818873487,
284
+ 0.003463160724166822,
285
+ 0.0034577123350108254,
286
+ 0.0034408088903101807,
287
+ 0.0032462704576454943,
288
+ 0.003225162985087216,
289
+ 0.0031790987458087177,
290
+ 0.0031770550686747324,
291
+ 0.0030336390331110164,
292
+ 0.0029566950865114417,
293
+ 0.002504249312818114,
294
+ 0.0024783315161750344,
295
+ 0.002397247356308852,
296
+ 0.0023874898606673378,
297
+ 0.002213105468277468,
298
+ 0.0021437067250129186,
299
+ 0.002110379980750516,
300
+ 0.0019646188695552516,
301
+ 0.001804557808532636,
302
+ 0.001766134941793487,
303
+ 0.00153075740013952,
304
+ 0.001456989106328427,
305
+ 0.0013722222871925744,
306
+ 0.0013441555061353904,
307
+ 0.0012321724009919151,
308
+ 0.001167932915099947,
309
+ 0.0011457360222756504,
310
+ 0.001035570947873639,
311
+ 0.0009712926539636959,
312
+ 0.0009379558103603278,
313
+ 0.0008909319635378245,
314
+ 0.0008640522138853664,
315
+ 0.0008090593071700845,
316
+ 0.0006983924349855936,
317
+ 0.0006311357032202051,
318
+ 0.000620146223515435,
319
+ 0.0005794941407307432,
320
+ 0.0005315604607394076,
321
+ 0.0004995285823995876,
322
+ 0.0004918582212385222,
323
+ 0.0004518177363272846,
324
+ 0.00042149467169690747,
325
+ 0.00040565941169451767,
326
+ 0.0003624608365583636,
327
+ 0.00030039158657653296,
328
+ 0.00026446785684895957,
329
+ 8.80256949538459e-05,
330
+ 7.587729403463348e-05,
331
+ 4.6345623444139214e-05
332
+ ]
333
+ },
334
+ "cv_performance": {
335
+ "prediction": {
336
+ "accuracy": 95.55555555555554,
337
+ "precision": 0.0,
338
+ "recall": 0.0,
339
+ "f1": 0.0
340
+ },
341
+ "selection": {
342
+ "precision": 6.497765379168324,
343
+ "recall": 1.7857142857142854,
344
+ "f1": 2.798805587360488,
345
+ "jaccard": 1.4208728552236058
346
+ }
347
+ }
348
+ }
p3/regress/Hypertension/significant_genes_condition_Coronary_artery_disease.json ADDED
@@ -0,0 +1,357 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "significant_genes": {
3
+ "Variable": [
4
+ "COPS3",
5
+ "PTRH2",
6
+ "BET1",
7
+ "TTC21B",
8
+ "NSD1",
9
+ "TCEAL8",
10
+ "SUPT16H",
11
+ "TMC4",
12
+ "AP3B1",
13
+ "INTS9",
14
+ "KAZALD1",
15
+ "LSM1",
16
+ "TP53I3",
17
+ "SLC46A1",
18
+ "IL17REL",
19
+ "SYT12",
20
+ "CHM",
21
+ "GBA1LP",
22
+ "PSG8",
23
+ "S100A9",
24
+ "PKP1",
25
+ "FASTKD1",
26
+ "TGFB2",
27
+ "SNAR-I",
28
+ "DDX11L9",
29
+ "DKK3",
30
+ "PRKAG3",
31
+ "PAIP2B",
32
+ "LZTS2",
33
+ "RHOA",
34
+ "RAB11FIP4",
35
+ "SELENOW",
36
+ "C19orf53",
37
+ "NEO1",
38
+ "WHAMMP2",
39
+ "POLRMT",
40
+ "ISG20",
41
+ "HSD17B11",
42
+ "SPX",
43
+ "PHTF2",
44
+ "CARD17P",
45
+ "GSTO1",
46
+ "GNG5",
47
+ "TUSC2",
48
+ "GGCX",
49
+ "LAMA3",
50
+ "RARRES1",
51
+ "HOXA9",
52
+ "GPC2",
53
+ "GNL3",
54
+ "FOSB",
55
+ "CYP1B1",
56
+ "FAM177A1",
57
+ "SPHK1",
58
+ "LIPA",
59
+ "BNIP2",
60
+ "LRRD1",
61
+ "LOXL4",
62
+ "IRF1",
63
+ "DARS1",
64
+ "CHIT1",
65
+ "MBD3",
66
+ "ZNF33B",
67
+ "CCDC71L",
68
+ "ETAA1",
69
+ "ANK1",
70
+ "ZFAND2A",
71
+ "OTULIN",
72
+ "HFE",
73
+ "PROK1",
74
+ "LGALS3",
75
+ "CMC2",
76
+ "GPAT2",
77
+ "RPL14",
78
+ "PSCA",
79
+ "GSPT2",
80
+ "SNORD36A",
81
+ "PRAMEF15",
82
+ "WRAP73",
83
+ "CSKMT",
84
+ "RSAD2",
85
+ "MARCHF9",
86
+ "FAAH2",
87
+ "IFIH1",
88
+ "CIMAP1B",
89
+ "ATP5F1C",
90
+ "TREM1",
91
+ "CLIP4",
92
+ "SNAP29",
93
+ "URGCP",
94
+ "LGR4",
95
+ "TMCC2",
96
+ "TMEM119",
97
+ "RMDN1",
98
+ "RAMP3",
99
+ "C4B",
100
+ "RAB21",
101
+ "PTPN12",
102
+ "EIF5AL1",
103
+ "CYREN",
104
+ "ATXN7L1",
105
+ "INKA2",
106
+ "DENND6A",
107
+ "VPS41",
108
+ "TTC23",
109
+ "ZNF530",
110
+ "MRTO4",
111
+ "TUBA4A",
112
+ "MAGEA9",
113
+ "STK16",
114
+ "FXYD5"
115
+ ],
116
+ "Coefficient": [
117
+ -0.04070702337005289,
118
+ 0.04012784543441635,
119
+ -0.03499356895470531,
120
+ 0.031966528846556395,
121
+ 0.029526483676088962,
122
+ -0.02096073196145527,
123
+ 0.020450750663593864,
124
+ -0.020133432866307165,
125
+ 0.019738801083150133,
126
+ -0.01950716573651723,
127
+ 0.0192110018877755,
128
+ 0.017410296122708956,
129
+ -0.01706647407319906,
130
+ -0.01646342386004943,
131
+ 0.014779256094117805,
132
+ 0.01385542576811035,
133
+ -0.013238467879428669,
134
+ 0.013187168071597779,
135
+ 0.012975274657761566,
136
+ 0.012597493058931609,
137
+ 0.011377139784091458,
138
+ -0.011319858930655728,
139
+ -0.011273841702805718,
140
+ -0.01036975121118516,
141
+ 0.010073887965136178,
142
+ -0.009868229657547281,
143
+ -0.009816711118744463,
144
+ 0.009268378254587784,
145
+ -0.009128347887849097,
146
+ -0.009040859012261999,
147
+ 0.008798576320301524,
148
+ 0.008774366354348249,
149
+ 0.008467560168463312,
150
+ -0.008339809017277834,
151
+ 0.007625087074770739,
152
+ -0.00761342634484274,
153
+ 0.0066210180187041895,
154
+ 0.006445342233512037,
155
+ -0.005981938568414188,
156
+ -0.0054643987031494775,
157
+ 0.005132877971867119,
158
+ 0.0050484893030950575,
159
+ 0.005000241243991234,
160
+ 0.004792361631536977,
161
+ 0.004784838676263542,
162
+ -0.004693248392032855,
163
+ 0.004613847600305932,
164
+ -0.004612742704141974,
165
+ 0.004565250786895771,
166
+ -0.004557355293522661,
167
+ -0.0044921726497236,
168
+ 0.004485145430613155,
169
+ 0.004378671806957803,
170
+ -0.004207675493342502,
171
+ 0.003723399288309106,
172
+ -0.003637137902161004,
173
+ 0.0036111795543693126,
174
+ -0.0035452884545660633,
175
+ 0.0035399808674896473,
176
+ -0.0035188692431334222,
177
+ -0.003512260103410448,
178
+ -0.003511672588998386,
179
+ -0.0034460146161856063,
180
+ 0.0032878684039486994,
181
+ -0.0032296530502475304,
182
+ 0.0032184525677184774,
183
+ 0.0031764854738405997,
184
+ -0.0031624619763330475,
185
+ 0.0031466005753264257,
186
+ -0.002926289908604863,
187
+ -0.0028933173159525843,
188
+ 0.0025976725523004216,
189
+ -0.002505316330448898,
190
+ 0.002482796455439394,
191
+ -0.0021863422790238864,
192
+ -0.00218013342717556,
193
+ -0.0021396519367167114,
194
+ 0.00203249261767609,
195
+ -0.0020222554279606345,
196
+ 0.0018815634001112663,
197
+ 0.0017842461450523932,
198
+ -0.0017464545149285284,
199
+ 0.0016976305765799612,
200
+ 0.0015584271704731027,
201
+ 0.0012884708870456215,
202
+ -0.0012600291958266613,
203
+ 0.0012167438590639193,
204
+ 0.0011679776177479226,
205
+ -0.0010107933692634914,
206
+ 0.0009802205769173812,
207
+ -0.0009534677880952771,
208
+ 0.0009487994611931528,
209
+ 0.0008928222474702616,
210
+ 0.0008911968931744183,
211
+ 0.0008362645224157867,
212
+ 0.0007765164265420927,
213
+ 0.0006265644087296736,
214
+ 0.0005756564957606566,
215
+ -0.00054144174404792,
216
+ -0.0004916983539807916,
217
+ 0.0004631955169837376,
218
+ -0.00043714692690933733,
219
+ 0.00038999898940080696,
220
+ -0.0003788921213955055,
221
+ 0.00029051038898516267,
222
+ 0.0002652962247524005,
223
+ 0.00022285023951972008,
224
+ 0.00018576061370885558,
225
+ -0.00013594041162284467,
226
+ 4.065646797899302e-05,
227
+ 3.9861445044153795e-05
228
+ ],
229
+ "Absolute Coefficient": [
230
+ 0.04070702337005289,
231
+ 0.04012784543441635,
232
+ 0.03499356895470531,
233
+ 0.031966528846556395,
234
+ 0.029526483676088962,
235
+ 0.02096073196145527,
236
+ 0.020450750663593864,
237
+ 0.020133432866307165,
238
+ 0.019738801083150133,
239
+ 0.01950716573651723,
240
+ 0.0192110018877755,
241
+ 0.017410296122708956,
242
+ 0.01706647407319906,
243
+ 0.01646342386004943,
244
+ 0.014779256094117805,
245
+ 0.01385542576811035,
246
+ 0.013238467879428669,
247
+ 0.013187168071597779,
248
+ 0.012975274657761566,
249
+ 0.012597493058931609,
250
+ 0.011377139784091458,
251
+ 0.011319858930655728,
252
+ 0.011273841702805718,
253
+ 0.01036975121118516,
254
+ 0.010073887965136178,
255
+ 0.009868229657547281,
256
+ 0.009816711118744463,
257
+ 0.009268378254587784,
258
+ 0.009128347887849097,
259
+ 0.009040859012261999,
260
+ 0.008798576320301524,
261
+ 0.008774366354348249,
262
+ 0.008467560168463312,
263
+ 0.008339809017277834,
264
+ 0.007625087074770739,
265
+ 0.00761342634484274,
266
+ 0.0066210180187041895,
267
+ 0.006445342233512037,
268
+ 0.005981938568414188,
269
+ 0.0054643987031494775,
270
+ 0.005132877971867119,
271
+ 0.0050484893030950575,
272
+ 0.005000241243991234,
273
+ 0.004792361631536977,
274
+ 0.004784838676263542,
275
+ 0.004693248392032855,
276
+ 0.004613847600305932,
277
+ 0.004612742704141974,
278
+ 0.004565250786895771,
279
+ 0.004557355293522661,
280
+ 0.0044921726497236,
281
+ 0.004485145430613155,
282
+ 0.004378671806957803,
283
+ 0.004207675493342502,
284
+ 0.003723399288309106,
285
+ 0.003637137902161004,
286
+ 0.0036111795543693126,
287
+ 0.0035452884545660633,
288
+ 0.0035399808674896473,
289
+ 0.0035188692431334222,
290
+ 0.003512260103410448,
291
+ 0.003511672588998386,
292
+ 0.0034460146161856063,
293
+ 0.0032878684039486994,
294
+ 0.0032296530502475304,
295
+ 0.0032184525677184774,
296
+ 0.0031764854738405997,
297
+ 0.0031624619763330475,
298
+ 0.0031466005753264257,
299
+ 0.002926289908604863,
300
+ 0.0028933173159525843,
301
+ 0.0025976725523004216,
302
+ 0.002505316330448898,
303
+ 0.002482796455439394,
304
+ 0.0021863422790238864,
305
+ 0.00218013342717556,
306
+ 0.0021396519367167114,
307
+ 0.00203249261767609,
308
+ 0.0020222554279606345,
309
+ 0.0018815634001112663,
310
+ 0.0017842461450523932,
311
+ 0.0017464545149285284,
312
+ 0.0016976305765799612,
313
+ 0.0015584271704731027,
314
+ 0.0012884708870456215,
315
+ 0.0012600291958266613,
316
+ 0.0012167438590639193,
317
+ 0.0011679776177479226,
318
+ 0.0010107933692634914,
319
+ 0.0009802205769173812,
320
+ 0.0009534677880952771,
321
+ 0.0009487994611931528,
322
+ 0.0008928222474702616,
323
+ 0.0008911968931744183,
324
+ 0.0008362645224157867,
325
+ 0.0007765164265420927,
326
+ 0.0006265644087296736,
327
+ 0.0005756564957606566,
328
+ 0.00054144174404792,
329
+ 0.0004916983539807916,
330
+ 0.0004631955169837376,
331
+ 0.00043714692690933733,
332
+ 0.00038999898940080696,
333
+ 0.0003788921213955055,
334
+ 0.00029051038898516267,
335
+ 0.0002652962247524005,
336
+ 0.00022285023951972008,
337
+ 0.00018576061370885558,
338
+ 0.00013594041162284467,
339
+ 4.065646797899302e-05,
340
+ 3.9861445044153795e-05
341
+ ]
342
+ },
343
+ "cv_performance": {
344
+ "prediction": {
345
+ "accuracy": 94.99999999999999,
346
+ "precision": 0.0,
347
+ "recall": 0.0,
348
+ "f1": 0.0
349
+ },
350
+ "selection": {
351
+ "precision": 6.243061251030413,
352
+ "recall": 1.7261904761904758,
353
+ "f1": 2.702743151304366,
354
+ "jaccard": 1.3709369819007173
355
+ }
356
+ }
357
+ }
p3/regress/Hypertension/significant_genes_condition_Gender.json ADDED
@@ -0,0 +1,366 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "significant_genes": {
3
+ "Variable": [
4
+ "COPS3",
5
+ "PTRH2",
6
+ "BET1",
7
+ "TTC21B",
8
+ "NSD1",
9
+ "INTS9",
10
+ "KAZALD1",
11
+ "SUPT16H",
12
+ "AP3B1",
13
+ "TMC4",
14
+ "GBA1LP",
15
+ "TCEAL8",
16
+ "TP53I3",
17
+ "LSM1",
18
+ "CHM",
19
+ "DDX11L9",
20
+ "PSG8",
21
+ "PRKAG3",
22
+ "IL17REL",
23
+ "PAIP2B",
24
+ "S100A9",
25
+ "DKK3",
26
+ "PKP1",
27
+ "FASTKD1",
28
+ "SNAR-I",
29
+ "RAB11FIP4",
30
+ "TGFB2",
31
+ "SELENOW",
32
+ "CARD17P",
33
+ "LIPA",
34
+ "PHTF2",
35
+ "NEO1",
36
+ "MRTO4",
37
+ "SYT12",
38
+ "POLRMT",
39
+ "SLC46A1",
40
+ "LAMA3",
41
+ "WHAMMP2",
42
+ "OTULIN",
43
+ "HOXA9",
44
+ "HSD17B11",
45
+ "ISG20",
46
+ "SPX",
47
+ "IFIH1",
48
+ "SPHK1",
49
+ "LGALS3",
50
+ "GNL3",
51
+ "GSTO1",
52
+ "CYP1B1",
53
+ "WRAP73",
54
+ "RHOA",
55
+ "IRF1",
56
+ "PDSS2",
57
+ "ZNF33B",
58
+ "RPL14",
59
+ "PSCA",
60
+ "GCLC",
61
+ "MARCHF9",
62
+ "RAB21",
63
+ "HFE",
64
+ "GSTA2",
65
+ "C19orf53",
66
+ "TUSC2",
67
+ "GLI2",
68
+ "H4C4",
69
+ "FAM177A1",
70
+ "CLIP4",
71
+ "GEMIN4",
72
+ "ARSI",
73
+ "ATXN7L1",
74
+ "ZFAND2A",
75
+ "FOSB",
76
+ "INKA2",
77
+ "TRAPPC12",
78
+ "SNORD36A",
79
+ "CYREN",
80
+ "TPTE2",
81
+ "SLC7A6OS",
82
+ "CSKMT",
83
+ "FAAH2",
84
+ "MBD3",
85
+ "GNG5",
86
+ "C8orf82",
87
+ "SLC6A12",
88
+ "AHSP",
89
+ "LZTS2",
90
+ "TTC23",
91
+ "PTPN12",
92
+ "URGCP",
93
+ "PRAMEF15",
94
+ "ANK1",
95
+ "PROK1",
96
+ "GGCX",
97
+ "TGM2",
98
+ "APOBEC3B",
99
+ "EIF5AL1",
100
+ "C4B",
101
+ "ANKZF1",
102
+ "LRRD1",
103
+ "HSPG2",
104
+ "SDF2L1",
105
+ "GPC2",
106
+ "TMCC2",
107
+ "ETAA1",
108
+ "SMPD2",
109
+ "RARRES1",
110
+ "DENND6A",
111
+ "EGR1",
112
+ "TAPBP",
113
+ "ZFYVE19",
114
+ "CHIT1",
115
+ "FABP4",
116
+ "TREM1",
117
+ "HOXB2"
118
+ ],
119
+ "Coefficient": [
120
+ -0.046411590186342694,
121
+ 0.043761645853225103,
122
+ -0.03440132665304173,
123
+ 0.03373528830092622,
124
+ 0.033402344241181305,
125
+ -0.022399692166034962,
126
+ 0.021779052293582197,
127
+ 0.019157729228367778,
128
+ 0.018409859103839604,
129
+ -0.01706070513582515,
130
+ 0.016678626390266574,
131
+ -0.016425714579807113,
132
+ -0.01616181513166139,
133
+ 0.015725550970762225,
134
+ -0.015216586396113257,
135
+ 0.013222471350973472,
136
+ 0.012883197819555606,
137
+ -0.012874044490030132,
138
+ 0.011955917015079481,
139
+ 0.011566610139668383,
140
+ 0.011130923503797794,
141
+ -0.010214402152826084,
142
+ 0.009761149659908767,
143
+ -0.00823640583850378,
144
+ -0.008052193195491254,
145
+ 0.008031073066715425,
146
+ -0.008001091563600817,
147
+ 0.007870142117504045,
148
+ 0.007848559890735914,
149
+ 0.00767064256641262,
150
+ -0.00746252798205204,
151
+ -0.007447497875612779,
152
+ 0.0072983438131080216,
153
+ 0.0067810395773792885,
154
+ -0.0066819429717871,
155
+ -0.006562596894185879,
156
+ -0.0065545542547249015,
157
+ 0.0063677965710643965,
158
+ -0.0063198607324709485,
159
+ -0.006302506055211746,
160
+ 0.006003559002342296,
161
+ 0.005980846961359228,
162
+ -0.005944962866667533,
163
+ 0.005636324912333743,
164
+ -0.0054966996873423435,
165
+ -0.005247351102916214,
166
+ -0.005094075235201139,
167
+ 0.0050374072613787015,
168
+ 0.004902015617896666,
169
+ -0.004890054900101972,
170
+ -0.004695447004828148,
171
+ 0.004673209814644624,
172
+ -0.004661264778113273,
173
+ -0.0046243395950285055,
174
+ 0.004622148399603477,
175
+ -0.004556934956433469,
176
+ -0.00447842617597052,
177
+ -0.004151967809476371,
178
+ 0.003976810759572716,
179
+ 0.00372202671831007,
180
+ -0.0032390481080300563,
181
+ 0.003212096374825743,
182
+ 0.0031492092216755287,
183
+ -0.003071609854838987,
184
+ 0.003049348665450408,
185
+ 0.002983718005069549,
186
+ 0.002876044435309442,
187
+ -0.002730730045340227,
188
+ 0.0026930407877794895,
189
+ 0.002691740700557949,
190
+ 0.002615045090936503,
191
+ -0.0025962622834049902,
192
+ -0.0024522283313686134,
193
+ -0.0023199300457198754,
194
+ -0.0020618393945213767,
195
+ -0.002040783923285972,
196
+ -0.0020182114149512845,
197
+ 0.002011211685003999,
198
+ 0.0019360281890834126,
199
+ 0.0019103563257985437,
200
+ -0.0018520068346914685,
201
+ 0.0018392334868095215,
202
+ -0.0018369328945891604,
203
+ 0.0017455168314018537,
204
+ 0.0017324423297579812,
205
+ -0.0017007135394147461,
206
+ 0.0015964221432041505,
207
+ 0.0015232208491941246,
208
+ 0.0014690733754881282,
209
+ 0.0014623723159151172,
210
+ 0.0014022275614928765,
211
+ -0.0013793080492296823,
212
+ 0.001301036413235349,
213
+ 0.0012685516542068793,
214
+ 0.0012505006827623114,
215
+ -0.0011978380126062582,
216
+ 0.001094403808933919,
217
+ -0.0010667346123270371,
218
+ 0.0010407052798613221,
219
+ -0.0009315105345701586,
220
+ 0.0009185611935662925,
221
+ 0.0008345121196662138,
222
+ 0.0007459191330061859,
223
+ -0.0007039089546861244,
224
+ -0.000676816983185131,
225
+ 0.00042488087849744215,
226
+ 0.0003945759716838802,
227
+ -0.0003682468263790373,
228
+ 0.00023643593990144046,
229
+ 0.00015318868063358528,
230
+ -0.00010732880393874924,
231
+ 5.4394780486393296e-05,
232
+ 3.5494133822973864e-05,
233
+ 1.0028377931639046e-05
234
+ ],
235
+ "Absolute Coefficient": [
236
+ 0.046411590186342694,
237
+ 0.043761645853225103,
238
+ 0.03440132665304173,
239
+ 0.03373528830092622,
240
+ 0.033402344241181305,
241
+ 0.022399692166034962,
242
+ 0.021779052293582197,
243
+ 0.019157729228367778,
244
+ 0.018409859103839604,
245
+ 0.01706070513582515,
246
+ 0.016678626390266574,
247
+ 0.016425714579807113,
248
+ 0.01616181513166139,
249
+ 0.015725550970762225,
250
+ 0.015216586396113257,
251
+ 0.013222471350973472,
252
+ 0.012883197819555606,
253
+ 0.012874044490030132,
254
+ 0.011955917015079481,
255
+ 0.011566610139668383,
256
+ 0.011130923503797794,
257
+ 0.010214402152826084,
258
+ 0.009761149659908767,
259
+ 0.00823640583850378,
260
+ 0.008052193195491254,
261
+ 0.008031073066715425,
262
+ 0.008001091563600817,
263
+ 0.007870142117504045,
264
+ 0.007848559890735914,
265
+ 0.00767064256641262,
266
+ 0.00746252798205204,
267
+ 0.007447497875612779,
268
+ 0.0072983438131080216,
269
+ 0.0067810395773792885,
270
+ 0.0066819429717871,
271
+ 0.006562596894185879,
272
+ 0.0065545542547249015,
273
+ 0.0063677965710643965,
274
+ 0.0063198607324709485,
275
+ 0.006302506055211746,
276
+ 0.006003559002342296,
277
+ 0.005980846961359228,
278
+ 0.005944962866667533,
279
+ 0.005636324912333743,
280
+ 0.0054966996873423435,
281
+ 0.005247351102916214,
282
+ 0.005094075235201139,
283
+ 0.0050374072613787015,
284
+ 0.004902015617896666,
285
+ 0.004890054900101972,
286
+ 0.004695447004828148,
287
+ 0.004673209814644624,
288
+ 0.004661264778113273,
289
+ 0.0046243395950285055,
290
+ 0.004622148399603477,
291
+ 0.004556934956433469,
292
+ 0.00447842617597052,
293
+ 0.004151967809476371,
294
+ 0.003976810759572716,
295
+ 0.00372202671831007,
296
+ 0.0032390481080300563,
297
+ 0.003212096374825743,
298
+ 0.0031492092216755287,
299
+ 0.003071609854838987,
300
+ 0.003049348665450408,
301
+ 0.002983718005069549,
302
+ 0.002876044435309442,
303
+ 0.002730730045340227,
304
+ 0.0026930407877794895,
305
+ 0.002691740700557949,
306
+ 0.002615045090936503,
307
+ 0.0025962622834049902,
308
+ 0.0024522283313686134,
309
+ 0.0023199300457198754,
310
+ 0.0020618393945213767,
311
+ 0.002040783923285972,
312
+ 0.0020182114149512845,
313
+ 0.002011211685003999,
314
+ 0.0019360281890834126,
315
+ 0.0019103563257985437,
316
+ 0.0018520068346914685,
317
+ 0.0018392334868095215,
318
+ 0.0018369328945891604,
319
+ 0.0017455168314018537,
320
+ 0.0017324423297579812,
321
+ 0.0017007135394147461,
322
+ 0.0015964221432041505,
323
+ 0.0015232208491941246,
324
+ 0.0014690733754881282,
325
+ 0.0014623723159151172,
326
+ 0.0014022275614928765,
327
+ 0.0013793080492296823,
328
+ 0.001301036413235349,
329
+ 0.0012685516542068793,
330
+ 0.0012505006827623114,
331
+ 0.0011978380126062582,
332
+ 0.001094403808933919,
333
+ 0.0010667346123270371,
334
+ 0.0010407052798613221,
335
+ 0.0009315105345701586,
336
+ 0.0009185611935662925,
337
+ 0.0008345121196662138,
338
+ 0.0007459191330061859,
339
+ 0.0007039089546861244,
340
+ 0.000676816983185131,
341
+ 0.00042488087849744215,
342
+ 0.0003945759716838802,
343
+ 0.0003682468263790373,
344
+ 0.00023643593990144046,
345
+ 0.00015318868063358528,
346
+ 0.00010732880393874924,
347
+ 5.4394780486393296e-05,
348
+ 3.5494133822973864e-05,
349
+ 1.0028377931639046e-05
350
+ ]
351
+ },
352
+ "cv_performance": {
353
+ "prediction": {
354
+ "accuracy": 94.99999999999999,
355
+ "precision": 0.0,
356
+ "recall": 0.0,
357
+ "f1": 0.0
358
+ },
359
+ "selection": {
360
+ "precision": 6.402267673765593,
361
+ "recall": 1.7261904761904758,
362
+ "f1": 2.7134873437646267,
363
+ "jaccard": 1.3765618207165131
364
+ }
365
+ }
366
+ }
p3/regress/Hypertension/significant_genes_condition_Huntingtons_Disease.json ADDED
@@ -0,0 +1,360 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "significant_genes": {
3
+ "Variable": [
4
+ "COPS3",
5
+ "PTRH2",
6
+ "NSD1",
7
+ "BET1",
8
+ "TTC21B",
9
+ "TP53I3",
10
+ "TCEAL8",
11
+ "S100A9",
12
+ "TMC4",
13
+ "INTS9",
14
+ "SUPT16H",
15
+ "KAZALD1",
16
+ "CHM",
17
+ "LSM1",
18
+ "TGFB2",
19
+ "AP3B1",
20
+ "WHAMMP2",
21
+ "PKP1",
22
+ "SELENOW",
23
+ "IRF1",
24
+ "GBA1LP",
25
+ "DDX11L9",
26
+ "FASTKD1",
27
+ "GSTO1",
28
+ "IL17REL",
29
+ "LZTS2",
30
+ "PRKAG3",
31
+ "PSG8",
32
+ "HOXA9",
33
+ "DKK3",
34
+ "PHTF2",
35
+ "SLC46A1",
36
+ "RPL14",
37
+ "DARS1",
38
+ "PAIP2B",
39
+ "CYP1B1",
40
+ "SNAR-I",
41
+ "SYT12",
42
+ "C19orf53",
43
+ "GPC2",
44
+ "ARSI",
45
+ "CARD17P",
46
+ "LAMA3",
47
+ "RHOA",
48
+ "RAB11FIP4",
49
+ "TUBA4A",
50
+ "GLI2",
51
+ "TREM1",
52
+ "OTULIN",
53
+ "ISG20",
54
+ "NEO1",
55
+ "RPUSD4",
56
+ "PTPN12",
57
+ "GNG5",
58
+ "FABP4",
59
+ "SPHK1",
60
+ "PROK1",
61
+ "HSD17B11",
62
+ "GGCX",
63
+ "CLTCL1",
64
+ "URGCP",
65
+ "TACSTD2",
66
+ "AHSP",
67
+ "APOBEC3B",
68
+ "SLC7A6OS",
69
+ "LRRD1",
70
+ "WRAP73",
71
+ "RAB21",
72
+ "SNORD36A",
73
+ "RSAD2",
74
+ "SPX",
75
+ "INKA2",
76
+ "LIPA",
77
+ "GSTA2",
78
+ "DDIT4",
79
+ "ANKZF1",
80
+ "TRAPPC12",
81
+ "ZNF816",
82
+ "HFE",
83
+ "BRAT1",
84
+ "CSKMT",
85
+ "EGR1",
86
+ "ANK1",
87
+ "PPIL2",
88
+ "PSCA",
89
+ "FAM177A1",
90
+ "FAAH2",
91
+ "RARRES1",
92
+ "SNAP29",
93
+ "RINT1",
94
+ "TMCC2",
95
+ "SDF2L1",
96
+ "PAGE2",
97
+ "IL1RAPL2",
98
+ "ACAN",
99
+ "A1BG-AS1",
100
+ "GSPT2",
101
+ "CLIP4",
102
+ "MALSU1",
103
+ "CCDC106",
104
+ "LTF",
105
+ "GEMIN4",
106
+ "SMPD2",
107
+ "NUDT19",
108
+ "LINC00523",
109
+ "SLC1A2",
110
+ "FBXO10",
111
+ "ATXN7L1",
112
+ "LOXL4",
113
+ "DSE",
114
+ "NDC80",
115
+ "TPTE2"
116
+ ],
117
+ "Coefficient": [
118
+ -0.04387803104232145,
119
+ 0.03855232969980886,
120
+ 0.034480344061359226,
121
+ -0.030720631502223844,
122
+ 0.029189549570642036,
123
+ -0.023089964243293588,
124
+ -0.02212564781162,
125
+ 0.020142984236668944,
126
+ -0.020126763093223955,
127
+ -0.019941498724951892,
128
+ 0.018918239343011622,
129
+ 0.01692695073924433,
130
+ -0.016890180477720788,
131
+ 0.015828722610665723,
132
+ -0.015125194891407644,
133
+ 0.014522898949053675,
134
+ 0.013338310622693922,
135
+ 0.01333082301279483,
136
+ 0.01201010085107823,
137
+ 0.010627123209816909,
138
+ 0.010315941296694095,
139
+ 0.010152484743011472,
140
+ -0.010092695810447775,
141
+ 0.010053471587581244,
142
+ 0.009968098272928782,
143
+ -0.009575189612016618,
144
+ -0.009258674328629061,
145
+ 0.009123977737076686,
146
+ -0.008575286515758696,
147
+ -0.008320576606107546,
148
+ -0.008293507071545823,
149
+ -0.008009280768001533,
150
+ 0.007869134315672578,
151
+ -0.007476878276249786,
152
+ 0.007333260974132242,
153
+ 0.007066127198275719,
154
+ -0.00653598963837344,
155
+ 0.006172589534736742,
156
+ 0.006166238808232962,
157
+ 0.006131639957756071,
158
+ 0.006080029959805339,
159
+ 0.006001085460729821,
160
+ -0.005854184073231068,
161
+ -0.005698609507056388,
162
+ 0.005514469742407426,
163
+ 0.005491129027266192,
164
+ -0.005457282412507677,
165
+ 0.005440682550204167,
166
+ -0.00539095648748273,
167
+ 0.005338488440502236,
168
+ -0.004905550218209424,
169
+ -0.004848899865587175,
170
+ 0.004692022849700581,
171
+ 0.004513138760477176,
172
+ 0.003944987639794865,
173
+ -0.003727021414856274,
174
+ -0.003400034710721977,
175
+ 0.0033594476837675376,
176
+ 0.0033073192206167328,
177
+ 0.003305099833617117,
178
+ 0.0030808917643472956,
179
+ 0.0029484100294508192,
180
+ 0.0027248391638907627,
181
+ 0.0026944649299061574,
182
+ 0.002664030251481907,
183
+ 0.0025449629413619797,
184
+ -0.0025360169187282565,
185
+ 0.002500257550497732,
186
+ -0.002465781888670527,
187
+ 0.0024120779539841017,
188
+ -0.002383462440149945,
189
+ -0.002209240905871379,
190
+ 0.0020917773646141895,
191
+ -0.0019149585813219353,
192
+ -0.0019034308153327243,
193
+ -0.0019025812756220625,
194
+ -0.0018863153383204387,
195
+ 0.001832270586115975,
196
+ 0.0017209273432917047,
197
+ -0.0017121920814383075,
198
+ 0.001694142781708096,
199
+ -0.001677628115799061,
200
+ 0.0016549481231338931,
201
+ 0.0015594184688023757,
202
+ -0.0014241531338112434,
203
+ 0.0014075607749266083,
204
+ 0.0013897949660349042,
205
+ 0.0013417427373072091,
206
+ -0.0012575355977132035,
207
+ -0.0011922436302585413,
208
+ 0.0011595080689213075,
209
+ 0.0009650525336436177,
210
+ 0.0009529476516780058,
211
+ 0.0008949663790123865,
212
+ 0.000862801316670807,
213
+ -0.0007911575937552995,
214
+ -0.0007134942106481456,
215
+ 0.0006612300690401698,
216
+ 0.0004966637845665643,
217
+ -0.0004486010316404937,
218
+ 0.0004277438457415851,
219
+ -0.0003782219765045695,
220
+ -0.0003762183565836122,
221
+ 0.00037152539287815784,
222
+ 0.0002872229478353872,
223
+ 0.00028059567651000467,
224
+ 0.00018273793893274105,
225
+ 0.00014127905169894925,
226
+ -0.00011797784986853148,
227
+ 8.410636950479351e-05,
228
+ 7.530240519271203e-05,
229
+ -1.0467066439715032e-05
230
+ ],
231
+ "Absolute Coefficient": [
232
+ 0.04387803104232145,
233
+ 0.03855232969980886,
234
+ 0.034480344061359226,
235
+ 0.030720631502223844,
236
+ 0.029189549570642036,
237
+ 0.023089964243293588,
238
+ 0.02212564781162,
239
+ 0.020142984236668944,
240
+ 0.020126763093223955,
241
+ 0.019941498724951892,
242
+ 0.018918239343011622,
243
+ 0.01692695073924433,
244
+ 0.016890180477720788,
245
+ 0.015828722610665723,
246
+ 0.015125194891407644,
247
+ 0.014522898949053675,
248
+ 0.013338310622693922,
249
+ 0.01333082301279483,
250
+ 0.01201010085107823,
251
+ 0.010627123209816909,
252
+ 0.010315941296694095,
253
+ 0.010152484743011472,
254
+ 0.010092695810447775,
255
+ 0.010053471587581244,
256
+ 0.009968098272928782,
257
+ 0.009575189612016618,
258
+ 0.009258674328629061,
259
+ 0.009123977737076686,
260
+ 0.008575286515758696,
261
+ 0.008320576606107546,
262
+ 0.008293507071545823,
263
+ 0.008009280768001533,
264
+ 0.007869134315672578,
265
+ 0.007476878276249786,
266
+ 0.007333260974132242,
267
+ 0.007066127198275719,
268
+ 0.00653598963837344,
269
+ 0.006172589534736742,
270
+ 0.006166238808232962,
271
+ 0.006131639957756071,
272
+ 0.006080029959805339,
273
+ 0.006001085460729821,
274
+ 0.005854184073231068,
275
+ 0.005698609507056388,
276
+ 0.005514469742407426,
277
+ 0.005491129027266192,
278
+ 0.005457282412507677,
279
+ 0.005440682550204167,
280
+ 0.00539095648748273,
281
+ 0.005338488440502236,
282
+ 0.004905550218209424,
283
+ 0.004848899865587175,
284
+ 0.004692022849700581,
285
+ 0.004513138760477176,
286
+ 0.003944987639794865,
287
+ 0.003727021414856274,
288
+ 0.003400034710721977,
289
+ 0.0033594476837675376,
290
+ 0.0033073192206167328,
291
+ 0.003305099833617117,
292
+ 0.0030808917643472956,
293
+ 0.0029484100294508192,
294
+ 0.0027248391638907627,
295
+ 0.0026944649299061574,
296
+ 0.002664030251481907,
297
+ 0.0025449629413619797,
298
+ 0.0025360169187282565,
299
+ 0.002500257550497732,
300
+ 0.002465781888670527,
301
+ 0.0024120779539841017,
302
+ 0.002383462440149945,
303
+ 0.002209240905871379,
304
+ 0.0020917773646141895,
305
+ 0.0019149585813219353,
306
+ 0.0019034308153327243,
307
+ 0.0019025812756220625,
308
+ 0.0018863153383204387,
309
+ 0.001832270586115975,
310
+ 0.0017209273432917047,
311
+ 0.0017121920814383075,
312
+ 0.001694142781708096,
313
+ 0.001677628115799061,
314
+ 0.0016549481231338931,
315
+ 0.0015594184688023757,
316
+ 0.0014241531338112434,
317
+ 0.0014075607749266083,
318
+ 0.0013897949660349042,
319
+ 0.0013417427373072091,
320
+ 0.0012575355977132035,
321
+ 0.0011922436302585413,
322
+ 0.0011595080689213075,
323
+ 0.0009650525336436177,
324
+ 0.0009529476516780058,
325
+ 0.0008949663790123865,
326
+ 0.000862801316670807,
327
+ 0.0007911575937552995,
328
+ 0.0007134942106481456,
329
+ 0.0006612300690401698,
330
+ 0.0004966637845665643,
331
+ 0.0004486010316404937,
332
+ 0.0004277438457415851,
333
+ 0.0003782219765045695,
334
+ 0.0003762183565836122,
335
+ 0.00037152539287815784,
336
+ 0.0002872229478353872,
337
+ 0.00028059567651000467,
338
+ 0.00018273793893274105,
339
+ 0.00014127905169894925,
340
+ 0.00011797784986853148,
341
+ 8.410636950479351e-05,
342
+ 7.530240519271203e-05,
343
+ 1.0467066439715032e-05
344
+ ]
345
+ },
346
+ "cv_performance": {
347
+ "prediction": {
348
+ "accuracy": 95.55555555555554,
349
+ "precision": 0.0,
350
+ "recall": 0.0,
351
+ "f1": 0.0
352
+ },
353
+ "selection": {
354
+ "precision": 6.053799022286521,
355
+ "recall": 1.6666666666666665,
356
+ "f1": 2.6122340425261763,
357
+ "jaccard": 1.3249895683293185
358
+ }
359
+ }
360
+ }
p3/regress/Hypertension/significant_genes_condition_Migraine.json ADDED
@@ -0,0 +1,363 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "significant_genes": {
3
+ "Variable": [
4
+ "COPS3",
5
+ "PTRH2",
6
+ "BET1",
7
+ "TTC21B",
8
+ "NSD1",
9
+ "INTS9",
10
+ "KAZALD1",
11
+ "TMC4",
12
+ "AP3B1",
13
+ "TCEAL8",
14
+ "LSM1",
15
+ "SUPT16H",
16
+ "TP53I3",
17
+ "S100A9",
18
+ "GBA1LP",
19
+ "PSG8",
20
+ "PRKAG3",
21
+ "PKP1",
22
+ "TGFB2",
23
+ "CHM",
24
+ "PHTF2",
25
+ "IL17REL",
26
+ "PAIP2B",
27
+ "DKK3",
28
+ "RHOA",
29
+ "LAMA3",
30
+ "IRF1",
31
+ "DDX11L9",
32
+ "FASTKD1",
33
+ "GSTO1",
34
+ "SLC46A1",
35
+ "CARD17P",
36
+ "SELENOW",
37
+ "SYT12",
38
+ "CLIP4",
39
+ "RAB11FIP4",
40
+ "NEO1",
41
+ "HOXA9",
42
+ "LIPA",
43
+ "RPL14",
44
+ "WHAMMP2",
45
+ "SPX",
46
+ "TMCC2",
47
+ "LZTS2",
48
+ "HSD17B11",
49
+ "POLRMT",
50
+ "C19orf53",
51
+ "GPC2",
52
+ "SNAR-I",
53
+ "SNORD36A",
54
+ "GCLC",
55
+ "SPHK1",
56
+ "HFE",
57
+ "PSCA",
58
+ "TREM1",
59
+ "PDSS2",
60
+ "IFIH1",
61
+ "INKA2",
62
+ "ISG20",
63
+ "LRRD1",
64
+ "OTULIN",
65
+ "ARSI",
66
+ "EGR1",
67
+ "RAB21",
68
+ "GGCX",
69
+ "LGALS3",
70
+ "WRAP73",
71
+ "FABP4",
72
+ "TRAPPC12",
73
+ "CSKMT",
74
+ "AHSP",
75
+ "RARRES1",
76
+ "NUDCD3",
77
+ "CYREN",
78
+ "PTPN12",
79
+ "SUCO",
80
+ "ZNF33B",
81
+ "GEMIN4",
82
+ "LHFPL2",
83
+ "DENND6A",
84
+ "GNG5",
85
+ "FOSB",
86
+ "PROK1",
87
+ "TTC23",
88
+ "PNRC2",
89
+ "SLC1A2",
90
+ "PRAMEF15",
91
+ "EIF5AL1",
92
+ "MARCHF9",
93
+ "TMEM119",
94
+ "SDF2L1",
95
+ "MRTO4",
96
+ "ATXN7L1",
97
+ "GSTA2",
98
+ "ANKZF1",
99
+ "FAM177A1",
100
+ "GPAT2",
101
+ "ATP5F1C",
102
+ "NDC80",
103
+ "APOBEC3B",
104
+ "CLTCL1",
105
+ "H1-10",
106
+ "TUSC2",
107
+ "ETAA1",
108
+ "ANK1",
109
+ "TUBA4A",
110
+ "CYP1B1",
111
+ "DARS1",
112
+ "SIPA1L2",
113
+ "SLC7A6OS",
114
+ "GNL3",
115
+ "ZFAND2A",
116
+ "GLI2"
117
+ ],
118
+ "Coefficient": [
119
+ -0.05015372947173371,
120
+ 0.04265928214745441,
121
+ -0.03517082229475936,
122
+ 0.03253004768390012,
123
+ 0.031903397461283595,
124
+ -0.02133024470687067,
125
+ 0.02074796482781223,
126
+ -0.019822468324527845,
127
+ 0.019731888872435786,
128
+ -0.01970426340939805,
129
+ 0.018869029409112507,
130
+ 0.018858847379536133,
131
+ -0.018130291109252034,
132
+ 0.01580426046944626,
133
+ 0.015419951759902475,
134
+ 0.011558708883660215,
135
+ -0.011147691852860108,
136
+ 0.010600538001636123,
137
+ -0.010379300083647418,
138
+ -0.010287604844311338,
139
+ -0.010224947491215981,
140
+ 0.010200642735692251,
141
+ 0.010185811605817479,
142
+ -0.009971264096055097,
143
+ -0.009366462213187404,
144
+ -0.009216125956633032,
145
+ 0.009151935383453517,
146
+ 0.009008832495735657,
147
+ -0.008875628062391016,
148
+ 0.008663805431351491,
149
+ -0.008648567951178323,
150
+ 0.008362357493524493,
151
+ 0.007554092967757374,
152
+ 0.007133382523530965,
153
+ 0.006961838068323653,
154
+ 0.006815301016596163,
155
+ -0.006799787539274609,
156
+ -0.006652847235562631,
157
+ 0.00650381832657389,
158
+ 0.006413980622265809,
159
+ 0.006296246208929403,
160
+ -0.006211531134273582,
161
+ 0.006107428351032929,
162
+ -0.006026627667085481,
163
+ 0.005909792142741497,
164
+ -0.005714632505653175,
165
+ 0.0056991459946511905,
166
+ 0.0056386293143005535,
167
+ -0.0053871945296674285,
168
+ -0.004976856220165923,
169
+ -0.004873095299073947,
170
+ -0.004799355170164493,
171
+ 0.004741086647514926,
172
+ -0.003965759924956103,
173
+ 0.003929661398173026,
174
+ -0.003910189556310266,
175
+ 0.0038666005557902567,
176
+ -0.003732070303218658,
177
+ 0.0035378443947019114,
178
+ 0.0035094859831656553,
179
+ -0.003345794422318597,
180
+ 0.00324633224598013,
181
+ -0.003064129450507082,
182
+ 0.002949667141614957,
183
+ 0.0026504999520449656,
184
+ -0.002559365171347655,
185
+ -0.0025442190736434363,
186
+ 0.0025269236913293687,
187
+ -0.0024266450975262426,
188
+ 0.0023536220814655926,
189
+ 0.00230253911212532,
190
+ 0.0022426990559645432,
191
+ -0.0022220867215268173,
192
+ -0.0019265058119349056,
193
+ 0.0018718887896352616,
194
+ 0.0017998604300228636,
195
+ -0.0017975190757363116,
196
+ -0.001751765106036113,
197
+ 0.001731172346842868,
198
+ 0.0016899490439424441,
199
+ 0.001632640796928116,
200
+ -0.0015347458436503908,
201
+ -0.0015339498993076467,
202
+ 0.0015189201277753747,
203
+ 0.0011985671641915538,
204
+ 0.0011681434006001674,
205
+ 0.001136368911867151,
206
+ -0.0010206164874865939,
207
+ -0.000924705166233253,
208
+ 0.000876399496161903,
209
+ 0.0008297752564955502,
210
+ 0.0008103628987625866,
211
+ 0.0008000637969171983,
212
+ -0.0007089452751910939,
213
+ -0.0007007369617765904,
214
+ 0.0006975504659830521,
215
+ -0.0006445645741793988,
216
+ -0.0005980262257998842,
217
+ 0.0005609719883861285,
218
+ 0.0004211214011543059,
219
+ 0.00039595930101943283,
220
+ 0.00038394045549693714,
221
+ 0.0003687055854741296,
222
+ -0.00035864453294695727,
223
+ 0.0002790841837322216,
224
+ 0.0002496284725677028,
225
+ 0.00023322391720494954,
226
+ -0.00015192960031252671,
227
+ 0.00015168942186183728,
228
+ 0.00012443960633623028,
229
+ -0.00011264721332858497,
230
+ 2.603726381686302e-05,
231
+ -2.2040224269821937e-05
232
+ ],
233
+ "Absolute Coefficient": [
234
+ 0.05015372947173371,
235
+ 0.04265928214745441,
236
+ 0.03517082229475936,
237
+ 0.03253004768390012,
238
+ 0.031903397461283595,
239
+ 0.02133024470687067,
240
+ 0.02074796482781223,
241
+ 0.019822468324527845,
242
+ 0.019731888872435786,
243
+ 0.01970426340939805,
244
+ 0.018869029409112507,
245
+ 0.018858847379536133,
246
+ 0.018130291109252034,
247
+ 0.01580426046944626,
248
+ 0.015419951759902475,
249
+ 0.011558708883660215,
250
+ 0.011147691852860108,
251
+ 0.010600538001636123,
252
+ 0.010379300083647418,
253
+ 0.010287604844311338,
254
+ 0.010224947491215981,
255
+ 0.010200642735692251,
256
+ 0.010185811605817479,
257
+ 0.009971264096055097,
258
+ 0.009366462213187404,
259
+ 0.009216125956633032,
260
+ 0.009151935383453517,
261
+ 0.009008832495735657,
262
+ 0.008875628062391016,
263
+ 0.008663805431351491,
264
+ 0.008648567951178323,
265
+ 0.008362357493524493,
266
+ 0.007554092967757374,
267
+ 0.007133382523530965,
268
+ 0.006961838068323653,
269
+ 0.006815301016596163,
270
+ 0.006799787539274609,
271
+ 0.006652847235562631,
272
+ 0.00650381832657389,
273
+ 0.006413980622265809,
274
+ 0.006296246208929403,
275
+ 0.006211531134273582,
276
+ 0.006107428351032929,
277
+ 0.006026627667085481,
278
+ 0.005909792142741497,
279
+ 0.005714632505653175,
280
+ 0.0056991459946511905,
281
+ 0.0056386293143005535,
282
+ 0.0053871945296674285,
283
+ 0.004976856220165923,
284
+ 0.004873095299073947,
285
+ 0.004799355170164493,
286
+ 0.004741086647514926,
287
+ 0.003965759924956103,
288
+ 0.003929661398173026,
289
+ 0.003910189556310266,
290
+ 0.0038666005557902567,
291
+ 0.003732070303218658,
292
+ 0.0035378443947019114,
293
+ 0.0035094859831656553,
294
+ 0.003345794422318597,
295
+ 0.00324633224598013,
296
+ 0.003064129450507082,
297
+ 0.002949667141614957,
298
+ 0.0026504999520449656,
299
+ 0.002559365171347655,
300
+ 0.0025442190736434363,
301
+ 0.0025269236913293687,
302
+ 0.0024266450975262426,
303
+ 0.0023536220814655926,
304
+ 0.00230253911212532,
305
+ 0.0022426990559645432,
306
+ 0.0022220867215268173,
307
+ 0.0019265058119349056,
308
+ 0.0018718887896352616,
309
+ 0.0017998604300228636,
310
+ 0.0017975190757363116,
311
+ 0.001751765106036113,
312
+ 0.001731172346842868,
313
+ 0.0016899490439424441,
314
+ 0.001632640796928116,
315
+ 0.0015347458436503908,
316
+ 0.0015339498993076467,
317
+ 0.0015189201277753747,
318
+ 0.0011985671641915538,
319
+ 0.0011681434006001674,
320
+ 0.001136368911867151,
321
+ 0.0010206164874865939,
322
+ 0.000924705166233253,
323
+ 0.000876399496161903,
324
+ 0.0008297752564955502,
325
+ 0.0008103628987625866,
326
+ 0.0008000637969171983,
327
+ 0.0007089452751910939,
328
+ 0.0007007369617765904,
329
+ 0.0006975504659830521,
330
+ 0.0006445645741793988,
331
+ 0.0005980262257998842,
332
+ 0.0005609719883861285,
333
+ 0.0004211214011543059,
334
+ 0.00039595930101943283,
335
+ 0.00038394045549693714,
336
+ 0.0003687055854741296,
337
+ 0.00035864453294695727,
338
+ 0.0002790841837322216,
339
+ 0.0002496284725677028,
340
+ 0.00023322391720494954,
341
+ 0.00015192960031252671,
342
+ 0.00015168942186183728,
343
+ 0.00012443960633623028,
344
+ 0.00011264721332858497,
345
+ 2.603726381686302e-05,
346
+ 2.2040224269821937e-05
347
+ ]
348
+ },
349
+ "cv_performance": {
350
+ "prediction": {
351
+ "accuracy": 95.55555555555554,
352
+ "precision": 0.0,
353
+ "recall": 0.0,
354
+ "f1": 0.0
355
+ },
356
+ "selection": {
357
+ "precision": 6.303737178729565,
358
+ "recall": 1.7261904761904758,
359
+ "f1": 2.7075002085827147,
360
+ "jaccard": 1.373447758137425
361
+ }
362
+ }
363
+ }
p3/regress/Hypertension/significant_genes_condition_None.json ADDED
@@ -0,0 +1,348 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "significant_genes": {
3
+ "Variable": [
4
+ "COPS3",
5
+ "PTRH2",
6
+ "BET1",
7
+ "TTC21B",
8
+ "NSD1",
9
+ "INTS9",
10
+ "KAZALD1",
11
+ "AP3B1",
12
+ "TMC4",
13
+ "TP53I3",
14
+ "TCEAL8",
15
+ "LSM1",
16
+ "GBA1LP",
17
+ "SUPT16H",
18
+ "S100A9",
19
+ "CHM",
20
+ "PRKAG3",
21
+ "DDX11L9",
22
+ "PSG8",
23
+ "IL17REL",
24
+ "PKP1",
25
+ "PAIP2B",
26
+ "SYT12",
27
+ "LAMA3",
28
+ "IRF1",
29
+ "PHTF2",
30
+ "TGFB2",
31
+ "RHOA",
32
+ "FASTKD1",
33
+ "SLC46A1",
34
+ "DKK3",
35
+ "WHAMMP2",
36
+ "CARD17P",
37
+ "HOXA9",
38
+ "GSTO1",
39
+ "NEO1",
40
+ "RAB11FIP4",
41
+ "LIPA",
42
+ "C19orf53",
43
+ "SELENOW",
44
+ "CLIP4",
45
+ "SNAR-I",
46
+ "POLRMT",
47
+ "SPX",
48
+ "OTULIN",
49
+ "TMCC2",
50
+ "TRAPPC12",
51
+ "WRAP73",
52
+ "HSD17B11",
53
+ "SNORD36A",
54
+ "ISG20",
55
+ "RPL14",
56
+ "RAB21",
57
+ "IFIH1",
58
+ "SPHK1",
59
+ "PSCA",
60
+ "GCLC",
61
+ "GPC2",
62
+ "RARRES1",
63
+ "INKA2",
64
+ "GNL3",
65
+ "FAM177A1",
66
+ "MRTO4",
67
+ "ARSI",
68
+ "GSTA2",
69
+ "HFE",
70
+ "MARCHF9",
71
+ "MBD3",
72
+ "LRRD1",
73
+ "PDSS2",
74
+ "LZTS2",
75
+ "TTC23",
76
+ "CYREN",
77
+ "FABP4",
78
+ "APOBEC3B",
79
+ "GEMIN4",
80
+ "FOSB",
81
+ "CSKMT",
82
+ "ZNF33B",
83
+ "ANK1",
84
+ "TREM1",
85
+ "PRAMEF15",
86
+ "CYP1B1",
87
+ "SLC7A6OS",
88
+ "HS6ST1",
89
+ "LGALS3",
90
+ "GLI2",
91
+ "TUSC2",
92
+ "DARS1",
93
+ "SDF2L1",
94
+ "PTPN12",
95
+ "EGR1",
96
+ "SLC1A2",
97
+ "ARID3A",
98
+ "GNG5",
99
+ "H4C4",
100
+ "ATXN7L1",
101
+ "RINT1",
102
+ "FAAH2",
103
+ "NEDD9",
104
+ "ANKZF1",
105
+ "GPAT2",
106
+ "CCDC71L",
107
+ "ZFAND2A",
108
+ "PROK1",
109
+ "ANGPT2",
110
+ "CLTCL1",
111
+ "EIF5AL1"
112
+ ],
113
+ "Coefficient": [
114
+ -0.04804343296547961,
115
+ 0.045028055946641325,
116
+ -0.035970262757491496,
117
+ 0.03266327621555364,
118
+ 0.03113366740960264,
119
+ -0.021277725046944383,
120
+ 0.019752329572220246,
121
+ 0.01963071230592844,
122
+ -0.019596103411822212,
123
+ -0.0189304793158907,
124
+ -0.01862320957884192,
125
+ 0.018438470838206523,
126
+ 0.017456227056425373,
127
+ 0.01680407310817058,
128
+ 0.015120707412011325,
129
+ -0.013230729242384665,
130
+ -0.01309081753213472,
131
+ 0.012954867303760657,
132
+ 0.012283762200792381,
133
+ 0.011734826724843899,
134
+ 0.010893723016199449,
135
+ 0.010203203627603723,
136
+ 0.010012209918748072,
137
+ -0.009639928070364671,
138
+ 0.009483797989577145,
139
+ -0.009290933119979968,
140
+ -0.009179623087539796,
141
+ -0.008842897217045936,
142
+ -0.008621823889574609,
143
+ -0.00841615099631556,
144
+ -0.008012921646324323,
145
+ 0.0074393508435136296,
146
+ 0.006995648572529041,
147
+ -0.006646280755231782,
148
+ 0.006641574790974152,
149
+ -0.006578005369778599,
150
+ 0.006525061286666628,
151
+ 0.005951476860905685,
152
+ 0.005894534694417029,
153
+ 0.005692456114996167,
154
+ 0.005538383155506407,
155
+ -0.005479761903302563,
156
+ -0.005463708702100123,
157
+ -0.0052177304380362265,
158
+ -0.005161099091989219,
159
+ 0.004975126661956207,
160
+ -0.004885648665416921,
161
+ -0.004839689453210231,
162
+ 0.004807971509659251,
163
+ -0.004595567568428413,
164
+ 0.004550892264780926,
165
+ 0.004504733467129493,
166
+ 0.004381219085215367,
167
+ 0.004041463659545769,
168
+ -0.003962354606795684,
169
+ -0.003859662863314022,
170
+ -0.0038275515910896566,
171
+ 0.0035881548801041407,
172
+ 0.003548412912855293,
173
+ -0.003482182484863749,
174
+ -0.00340566318181852,
175
+ 0.0033421562644679577,
176
+ 0.0033252795116334275,
177
+ 0.0033226149757538304,
178
+ -0.003077999953840916,
179
+ 0.0029773083590940866,
180
+ -0.002942313584103253,
181
+ -0.002727431935048484,
182
+ 0.0025556952867773286,
183
+ -0.0025255256303081557,
184
+ -0.0023784230728711867,
185
+ 0.002352727449368596,
186
+ -0.0023126476569563423,
187
+ 0.0022692858206633548,
188
+ 0.0020868662227733884,
189
+ -0.0020542888147844786,
190
+ -0.0020057603153415594,
191
+ 0.0019958913265580172,
192
+ -0.0019943109044297876,
193
+ 0.0019817074526755282,
194
+ 0.0019170173936416102,
195
+ 0.0018752575923875546,
196
+ 0.0016558251571082963,
197
+ 0.0015854258945675037,
198
+ -0.00157695599870458,
199
+ -0.0015481055245756229,
200
+ -0.0014222266868604417,
201
+ 0.001317594467521719,
202
+ -0.001310575248665371,
203
+ 0.0012513569205892688,
204
+ 0.0012156610743566053,
205
+ -0.0011920955112401693,
206
+ 0.0011655103884581333,
207
+ -0.0011584094820172423,
208
+ 0.0011276557209892873,
209
+ 0.0009804276914190686,
210
+ 0.0009174192424083774,
211
+ -0.000913816687691798,
212
+ 0.0007521281286426148,
213
+ -0.000605353105422312,
214
+ -0.0005931912511289616,
215
+ -0.0005561239607503515,
216
+ 0.0005094773461473253,
217
+ 0.0004950563904737328,
218
+ -0.0003826516953978359,
219
+ 0.00014205927257395195,
220
+ 0.0001370608116929287,
221
+ -5.0279821372938466e-05
222
+ ],
223
+ "Absolute Coefficient": [
224
+ 0.04804343296547961,
225
+ 0.045028055946641325,
226
+ 0.035970262757491496,
227
+ 0.03266327621555364,
228
+ 0.03113366740960264,
229
+ 0.021277725046944383,
230
+ 0.019752329572220246,
231
+ 0.01963071230592844,
232
+ 0.019596103411822212,
233
+ 0.0189304793158907,
234
+ 0.01862320957884192,
235
+ 0.018438470838206523,
236
+ 0.017456227056425373,
237
+ 0.01680407310817058,
238
+ 0.015120707412011325,
239
+ 0.013230729242384665,
240
+ 0.01309081753213472,
241
+ 0.012954867303760657,
242
+ 0.012283762200792381,
243
+ 0.011734826724843899,
244
+ 0.010893723016199449,
245
+ 0.010203203627603723,
246
+ 0.010012209918748072,
247
+ 0.009639928070364671,
248
+ 0.009483797989577145,
249
+ 0.009290933119979968,
250
+ 0.009179623087539796,
251
+ 0.008842897217045936,
252
+ 0.008621823889574609,
253
+ 0.00841615099631556,
254
+ 0.008012921646324323,
255
+ 0.0074393508435136296,
256
+ 0.006995648572529041,
257
+ 0.006646280755231782,
258
+ 0.006641574790974152,
259
+ 0.006578005369778599,
260
+ 0.006525061286666628,
261
+ 0.005951476860905685,
262
+ 0.005894534694417029,
263
+ 0.005692456114996167,
264
+ 0.005538383155506407,
265
+ 0.005479761903302563,
266
+ 0.005463708702100123,
267
+ 0.0052177304380362265,
268
+ 0.005161099091989219,
269
+ 0.004975126661956207,
270
+ 0.004885648665416921,
271
+ 0.004839689453210231,
272
+ 0.004807971509659251,
273
+ 0.004595567568428413,
274
+ 0.004550892264780926,
275
+ 0.004504733467129493,
276
+ 0.004381219085215367,
277
+ 0.004041463659545769,
278
+ 0.003962354606795684,
279
+ 0.003859662863314022,
280
+ 0.0038275515910896566,
281
+ 0.0035881548801041407,
282
+ 0.003548412912855293,
283
+ 0.003482182484863749,
284
+ 0.00340566318181852,
285
+ 0.0033421562644679577,
286
+ 0.0033252795116334275,
287
+ 0.0033226149757538304,
288
+ 0.003077999953840916,
289
+ 0.0029773083590940866,
290
+ 0.002942313584103253,
291
+ 0.002727431935048484,
292
+ 0.0025556952867773286,
293
+ 0.0025255256303081557,
294
+ 0.0023784230728711867,
295
+ 0.002352727449368596,
296
+ 0.0023126476569563423,
297
+ 0.0022692858206633548,
298
+ 0.0020868662227733884,
299
+ 0.0020542888147844786,
300
+ 0.0020057603153415594,
301
+ 0.0019958913265580172,
302
+ 0.0019943109044297876,
303
+ 0.0019817074526755282,
304
+ 0.0019170173936416102,
305
+ 0.0018752575923875546,
306
+ 0.0016558251571082963,
307
+ 0.0015854258945675037,
308
+ 0.00157695599870458,
309
+ 0.0015481055245756229,
310
+ 0.0014222266868604417,
311
+ 0.001317594467521719,
312
+ 0.001310575248665371,
313
+ 0.0012513569205892688,
314
+ 0.0012156610743566053,
315
+ 0.0011920955112401693,
316
+ 0.0011655103884581333,
317
+ 0.0011584094820172423,
318
+ 0.0011276557209892873,
319
+ 0.0009804276914190686,
320
+ 0.0009174192424083774,
321
+ 0.000913816687691798,
322
+ 0.0007521281286426148,
323
+ 0.000605353105422312,
324
+ 0.0005931912511289616,
325
+ 0.0005561239607503515,
326
+ 0.0005094773461473253,
327
+ 0.0004950563904737328,
328
+ 0.0003826516953978359,
329
+ 0.00014205927257395195,
330
+ 0.0001370608116929287,
331
+ 5.0279821372938466e-05
332
+ ]
333
+ },
334
+ "cv_performance": {
335
+ "prediction": {
336
+ "accuracy": 95.55555555555554,
337
+ "precision": 0.0,
338
+ "recall": 0.0,
339
+ "f1": 0.0
340
+ },
341
+ "selection": {
342
+ "precision": 6.601798173987338,
343
+ "recall": 1.7857142857142854,
344
+ "f1": 2.8057660005827856,
345
+ "jaccard": 1.4240927176786131
346
+ }
347
+ }
348
+ }
p3/regress/Hypertension/significant_genes_condition_Obesity.json ADDED
@@ -0,0 +1,348 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "significant_genes": {
3
+ "Variable": [
4
+ "COPS3",
5
+ "PTRH2",
6
+ "BET1",
7
+ "TTC21B",
8
+ "NSD1",
9
+ "INTS9",
10
+ "KAZALD1",
11
+ "AP3B1",
12
+ "TMC4",
13
+ "TP53I3",
14
+ "TCEAL8",
15
+ "LSM1",
16
+ "GBA1LP",
17
+ "SUPT16H",
18
+ "S100A9",
19
+ "CHM",
20
+ "PRKAG3",
21
+ "DDX11L9",
22
+ "PSG8",
23
+ "IL17REL",
24
+ "PKP1",
25
+ "PAIP2B",
26
+ "SYT12",
27
+ "LAMA3",
28
+ "IRF1",
29
+ "PHTF2",
30
+ "TGFB2",
31
+ "RHOA",
32
+ "FASTKD1",
33
+ "SLC46A1",
34
+ "DKK3",
35
+ "WHAMMP2",
36
+ "CARD17P",
37
+ "GSTO1",
38
+ "HOXA9",
39
+ "NEO1",
40
+ "RAB11FIP4",
41
+ "C19orf53",
42
+ "LIPA",
43
+ "SELENOW",
44
+ "POLRMT",
45
+ "SNAR-I",
46
+ "CLIP4",
47
+ "SPX",
48
+ "OTULIN",
49
+ "TRAPPC12",
50
+ "TMCC2",
51
+ "HSD17B11",
52
+ "WRAP73",
53
+ "RPL14",
54
+ "SNORD36A",
55
+ "ISG20",
56
+ "RAB21",
57
+ "SPHK1",
58
+ "IFIH1",
59
+ "PSCA",
60
+ "GCLC",
61
+ "GPC2",
62
+ "INKA2",
63
+ "RARRES1",
64
+ "GNL3",
65
+ "FAM177A1",
66
+ "ARSI",
67
+ "GSTA2",
68
+ "MRTO4",
69
+ "MARCHF9",
70
+ "HFE",
71
+ "MBD3",
72
+ "LRRD1",
73
+ "PDSS2",
74
+ "LZTS2",
75
+ "CYREN",
76
+ "TTC23",
77
+ "FABP4",
78
+ "ANK1",
79
+ "GEMIN4",
80
+ "APOBEC3B",
81
+ "TREM1",
82
+ "CSKMT",
83
+ "ZNF33B",
84
+ "FOSB",
85
+ "PRAMEF15",
86
+ "SLC7A6OS",
87
+ "HS6ST1",
88
+ "LGALS3",
89
+ "CYP1B1",
90
+ "GLI2",
91
+ "TUSC2",
92
+ "DARS1",
93
+ "PTPN12",
94
+ "SDF2L1",
95
+ "EGR1",
96
+ "SLC1A2",
97
+ "ARID3A",
98
+ "GNG5",
99
+ "ATXN7L1",
100
+ "H4C4",
101
+ "RINT1",
102
+ "FAAH2",
103
+ "GPAT2",
104
+ "ZFAND2A",
105
+ "CCDC71L",
106
+ "NEDD9",
107
+ "ANKZF1",
108
+ "PROK1",
109
+ "ANGPT2",
110
+ "CLTCL1",
111
+ "NUDCD3"
112
+ ],
113
+ "Coefficient": [
114
+ -0.04792199071622771,
115
+ 0.04506399707213374,
116
+ -0.0359515103721407,
117
+ 0.03272945458503167,
118
+ 0.031054933657831452,
119
+ -0.021146894595793966,
120
+ 0.019811277770557984,
121
+ 0.01966751684652718,
122
+ -0.01964184707008057,
123
+ -0.018925517883640955,
124
+ -0.018631649411794765,
125
+ 0.018277486093428563,
126
+ 0.017451053156877592,
127
+ 0.01681167962273557,
128
+ 0.01515645120769456,
129
+ -0.01327043159677954,
130
+ -0.013176537991128797,
131
+ 0.01292014047799685,
132
+ 0.012310740977138739,
133
+ 0.011801644396662314,
134
+ 0.010947799481139197,
135
+ 0.010242805022060856,
136
+ 0.010154788477446637,
137
+ -0.009645705072914915,
138
+ 0.009622496780682794,
139
+ -0.009395558610393243,
140
+ -0.00904930723797661,
141
+ -0.008849341678226642,
142
+ -0.008607520625384424,
143
+ -0.008445894163967292,
144
+ -0.008070702764105651,
145
+ 0.0074310256367284035,
146
+ 0.006923291948258084,
147
+ 0.006767475499896412,
148
+ -0.006614310402120553,
149
+ -0.006527194791982781,
150
+ 0.006386046860484336,
151
+ 0.00600587915071086,
152
+ 0.00600137609544691,
153
+ 0.00570748820681496,
154
+ -0.005544386366224414,
155
+ -0.005516873163457399,
156
+ 0.005511956743723825,
157
+ -0.005197702644607667,
158
+ -0.005177446083466096,
159
+ -0.004934391003969858,
160
+ 0.00485862078010562,
161
+ 0.004758924367852213,
162
+ -0.004710168724197794,
163
+ 0.004630835039019895,
164
+ -0.004621598678867542,
165
+ 0.004475534974241812,
166
+ 0.004395799840920837,
167
+ -0.00396179856252116,
168
+ 0.003948719160091549,
169
+ -0.003844380436212001,
170
+ -0.003784932255636201,
171
+ 0.0036429006217141165,
172
+ -0.0035460203546259076,
173
+ 0.00341401532714698,
174
+ -0.003406130240691035,
175
+ 0.0033421790711591188,
176
+ 0.003318154184382761,
177
+ -0.003245551750193151,
178
+ 0.003229961109031538,
179
+ -0.002900749066228079,
180
+ 0.002853064747637039,
181
+ -0.0027558379961937674,
182
+ 0.002607278099501112,
183
+ -0.0025386008327905802,
184
+ -0.0024395414906902015,
185
+ -0.0023647703794924834,
186
+ 0.002252847218627308,
187
+ 0.0021779900778302885,
188
+ 0.002114761564420177,
189
+ -0.0020989781993690716,
190
+ 0.002086382109627817,
191
+ 0.0020162304086940907,
192
+ 0.0020012157664904403,
193
+ -0.0019801308431612683,
194
+ -0.0019205228162574057,
195
+ 0.0018541119611355775,
196
+ 0.0016551165141523762,
197
+ -0.0016376379151304056,
198
+ -0.001550519734468027,
199
+ 0.0015312403613588382,
200
+ -0.0014607722208036626,
201
+ 0.0013224702143862397,
202
+ -0.0012631242436750964,
203
+ 0.0012455006242405899,
204
+ 0.0011786649561080448,
205
+ -0.0011721495273483483,
206
+ 0.0011611345305019712,
207
+ -0.001144988158729696,
208
+ 0.001124263416534363,
209
+ 0.0010462598304765158,
210
+ 0.0010099566941178908,
211
+ -0.0009379157979553906,
212
+ 0.0007567295953325871,
213
+ -0.0005805689684534961,
214
+ 0.0005404468569407296,
215
+ 0.00047255664165057887,
216
+ -0.00044864959003042444,
217
+ -0.00044744131099466934,
218
+ -0.00039985458088487964,
219
+ 0.00016525659705118181,
220
+ 0.0001579541080653571,
221
+ -2.2788815803807076e-05
222
+ ],
223
+ "Absolute Coefficient": [
224
+ 0.04792199071622771,
225
+ 0.04506399707213374,
226
+ 0.0359515103721407,
227
+ 0.03272945458503167,
228
+ 0.031054933657831452,
229
+ 0.021146894595793966,
230
+ 0.019811277770557984,
231
+ 0.01966751684652718,
232
+ 0.01964184707008057,
233
+ 0.018925517883640955,
234
+ 0.018631649411794765,
235
+ 0.018277486093428563,
236
+ 0.017451053156877592,
237
+ 0.01681167962273557,
238
+ 0.01515645120769456,
239
+ 0.01327043159677954,
240
+ 0.013176537991128797,
241
+ 0.01292014047799685,
242
+ 0.012310740977138739,
243
+ 0.011801644396662314,
244
+ 0.010947799481139197,
245
+ 0.010242805022060856,
246
+ 0.010154788477446637,
247
+ 0.009645705072914915,
248
+ 0.009622496780682794,
249
+ 0.009395558610393243,
250
+ 0.00904930723797661,
251
+ 0.008849341678226642,
252
+ 0.008607520625384424,
253
+ 0.008445894163967292,
254
+ 0.008070702764105651,
255
+ 0.0074310256367284035,
256
+ 0.006923291948258084,
257
+ 0.006767475499896412,
258
+ 0.006614310402120553,
259
+ 0.006527194791982781,
260
+ 0.006386046860484336,
261
+ 0.00600587915071086,
262
+ 0.00600137609544691,
263
+ 0.00570748820681496,
264
+ 0.005544386366224414,
265
+ 0.005516873163457399,
266
+ 0.005511956743723825,
267
+ 0.005197702644607667,
268
+ 0.005177446083466096,
269
+ 0.004934391003969858,
270
+ 0.00485862078010562,
271
+ 0.004758924367852213,
272
+ 0.004710168724197794,
273
+ 0.004630835039019895,
274
+ 0.004621598678867542,
275
+ 0.004475534974241812,
276
+ 0.004395799840920837,
277
+ 0.00396179856252116,
278
+ 0.003948719160091549,
279
+ 0.003844380436212001,
280
+ 0.003784932255636201,
281
+ 0.0036429006217141165,
282
+ 0.0035460203546259076,
283
+ 0.00341401532714698,
284
+ 0.003406130240691035,
285
+ 0.0033421790711591188,
286
+ 0.003318154184382761,
287
+ 0.003245551750193151,
288
+ 0.003229961109031538,
289
+ 0.002900749066228079,
290
+ 0.002853064747637039,
291
+ 0.0027558379961937674,
292
+ 0.002607278099501112,
293
+ 0.0025386008327905802,
294
+ 0.0024395414906902015,
295
+ 0.0023647703794924834,
296
+ 0.002252847218627308,
297
+ 0.0021779900778302885,
298
+ 0.002114761564420177,
299
+ 0.0020989781993690716,
300
+ 0.002086382109627817,
301
+ 0.0020162304086940907,
302
+ 0.0020012157664904403,
303
+ 0.0019801308431612683,
304
+ 0.0019205228162574057,
305
+ 0.0018541119611355775,
306
+ 0.0016551165141523762,
307
+ 0.0016376379151304056,
308
+ 0.001550519734468027,
309
+ 0.0015312403613588382,
310
+ 0.0014607722208036626,
311
+ 0.0013224702143862397,
312
+ 0.0012631242436750964,
313
+ 0.0012455006242405899,
314
+ 0.0011786649561080448,
315
+ 0.0011721495273483483,
316
+ 0.0011611345305019712,
317
+ 0.001144988158729696,
318
+ 0.001124263416534363,
319
+ 0.0010462598304765158,
320
+ 0.0010099566941178908,
321
+ 0.0009379157979553906,
322
+ 0.0007567295953325871,
323
+ 0.0005805689684534961,
324
+ 0.0005404468569407296,
325
+ 0.00047255664165057887,
326
+ 0.00044864959003042444,
327
+ 0.00044744131099466934,
328
+ 0.00039985458088487964,
329
+ 0.00016525659705118181,
330
+ 0.0001579541080653571,
331
+ 2.2788815803807076e-05
332
+ ]
333
+ },
334
+ "cv_performance": {
335
+ "prediction": {
336
+ "accuracy": 95.55555555555554,
337
+ "precision": 0.0,
338
+ "recall": 0.0,
339
+ "f1": 0.0
340
+ },
341
+ "selection": {
342
+ "precision": 6.032368801033475,
343
+ "recall": 1.6666666666666665,
344
+ "f1": 2.6083697765021117,
345
+ "jaccard": 1.322461459774629
346
+ }
347
+ }
348
+ }
p3/regress/Hypertension/significant_genes_condition_Osteoarthritis.json ADDED
@@ -0,0 +1,357 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "significant_genes": {
3
+ "Variable": [
4
+ "COPS3",
5
+ "PTRH2",
6
+ "BET1",
7
+ "NSD1",
8
+ "TTC21B",
9
+ "SUPT16H",
10
+ "AP3B1",
11
+ "KAZALD1",
12
+ "INTS9",
13
+ "WHAMMP2",
14
+ "TMC4",
15
+ "TP53I3",
16
+ "S100A9",
17
+ "PSG8",
18
+ "LSM1",
19
+ "POLRMT",
20
+ "TCEAL8",
21
+ "CHM",
22
+ "SELENOW",
23
+ "FOSB",
24
+ "SNORD36A",
25
+ "PKP1",
26
+ "DDX11L9",
27
+ "CARD17P",
28
+ "SPHK1",
29
+ "TTC23",
30
+ "PTPN12",
31
+ "ZNF33B",
32
+ "ISG20",
33
+ "PDSS2",
34
+ "PHTF2",
35
+ "FASTKD1",
36
+ "SYT12",
37
+ "HS6ST1",
38
+ "CYREN",
39
+ "ANGPT2",
40
+ "RHOA",
41
+ "GGCX",
42
+ "CCDC71L",
43
+ "GBA1LP",
44
+ "SLC46A1",
45
+ "PRAMEF15",
46
+ "INKA2",
47
+ "CYP1B1",
48
+ "MARCHF9",
49
+ "TAPBP",
50
+ "GPC2",
51
+ "RAB11FIP4",
52
+ "HFE",
53
+ "IFIH1",
54
+ "TGM2",
55
+ "PAIP2B",
56
+ "PRKAG3",
57
+ "TUBA4A",
58
+ "SPX",
59
+ "IRF1",
60
+ "TMCC2",
61
+ "MRTO4",
62
+ "RARRES1",
63
+ "TREM1",
64
+ "ALDH3B1",
65
+ "WRAP73",
66
+ "NEDD9",
67
+ "CHIT1",
68
+ "P2RY2",
69
+ "APOBEC3B",
70
+ "PROK1",
71
+ "SLC1A2",
72
+ "DKK3",
73
+ "C19orf53",
74
+ "FABP4",
75
+ "GSTO1",
76
+ "PAGE2",
77
+ "GNG5",
78
+ "CFC1",
79
+ "LGALS3",
80
+ "LIPA",
81
+ "HSD17B11",
82
+ "IL17REL",
83
+ "ATP5F1C",
84
+ "TUSC2",
85
+ "FXYD5",
86
+ "GLI2",
87
+ "PROCR",
88
+ "LHFPL2",
89
+ "NEO1",
90
+ "PSCA",
91
+ "SMPD2",
92
+ "AHSP",
93
+ "GEMIN4",
94
+ "EIF5AL1",
95
+ "RAB21",
96
+ "RPA1",
97
+ "SAA1",
98
+ "CLIP4",
99
+ "ANKZF1",
100
+ "TMEM266",
101
+ "LAMA3",
102
+ "SMN1",
103
+ "AHI1",
104
+ "SIPA1L2",
105
+ "DENND6A",
106
+ "SNAR-I",
107
+ "CLTCL1",
108
+ "GSTA2",
109
+ "GTF3C5",
110
+ "FAM177A1",
111
+ "LSMEM2",
112
+ "RINT1",
113
+ "LRRD1",
114
+ "ZNF28"
115
+ ],
116
+ "Coefficient": [
117
+ -0.04348686256428189,
118
+ 0.04315390122104104,
119
+ -0.03728124219864424,
120
+ 0.03181056172229493,
121
+ 0.02614389232001524,
122
+ 0.02337599550899689,
123
+ 0.019501688706505548,
124
+ 0.0194220059530486,
125
+ -0.017615961922915636,
126
+ 0.016955946978511865,
127
+ -0.016307759705509694,
128
+ -0.015514713588567947,
129
+ 0.01542963110109692,
130
+ 0.01383871858533766,
131
+ 0.013778021412207579,
132
+ -0.01316776446558912,
133
+ -0.01304431007506745,
134
+ -0.012729387542169653,
135
+ 0.011723880670724478,
136
+ -0.011291640993276493,
137
+ -0.010849896018068824,
138
+ 0.010524440120250441,
139
+ 0.010438998661918376,
140
+ 0.009426265170185116,
141
+ -0.008929842719181673,
142
+ 0.00887352698260938,
143
+ 0.008520270298892723,
144
+ -0.00814925884070569,
145
+ 0.008023669048491605,
146
+ -0.00768401077570498,
147
+ -0.007586128981095449,
148
+ -0.007457796294714257,
149
+ 0.007375483492854706,
150
+ -0.007103788230788465,
151
+ -0.0070756307559905465,
152
+ 0.007016794914809636,
153
+ -0.0067454452710849055,
154
+ 0.006649479375717747,
155
+ 0.006391054897813487,
156
+ 0.006243781310194238,
157
+ -0.006117527643894504,
158
+ 0.005889078294410851,
159
+ -0.0058038265914261734,
160
+ 0.005683498586405947,
161
+ -0.005602612405969148,
162
+ 0.005598039809008352,
163
+ 0.0055051806427116575,
164
+ 0.005396310169832374,
165
+ 0.005355447892227064,
166
+ 0.0051222205739757335,
167
+ 0.005104573206975438,
168
+ 0.004665784725287309,
169
+ -0.0045729403064810915,
170
+ 0.004500647161850991,
171
+ -0.004335192997561683,
172
+ 0.004153892612507816,
173
+ 0.0037694683532477078,
174
+ 0.003670197144089989,
175
+ 0.003641178717685723,
176
+ 0.003400463678228786,
177
+ -0.003342865209968445,
178
+ -0.0033118120109689045,
179
+ -0.0032071981653025304,
180
+ -0.003163987616261417,
181
+ 0.0030735031907133848,
182
+ 0.003008148655279313,
183
+ -0.0029572012625527873,
184
+ 0.0028740447394063656,
185
+ -0.0027055982288945114,
186
+ 0.002533033596408116,
187
+ 0.0025268894641957873,
188
+ 0.0025187518868687226,
189
+ 0.0024257156512878775,
190
+ 0.0023348100187393704,
191
+ -0.00230118558926076,
192
+ -0.0022856928166117667,
193
+ 0.0022584656171468834,
194
+ 0.0021469644844004498,
195
+ 0.0021443038173683455,
196
+ -0.0020638226831141983,
197
+ 0.002051047829705449,
198
+ 0.0020499165600866465,
199
+ -0.0019813388221117368,
200
+ 0.0019337739560368718,
201
+ 0.0019106130219068663,
202
+ -0.0017125746315348406,
203
+ -0.0016802033933232333,
204
+ -0.0016443329013593794,
205
+ 0.0015813910354050545,
206
+ -0.0015479988799449041,
207
+ -0.001528950878661508,
208
+ 0.0013996519604420599,
209
+ 0.001086141137766453,
210
+ -0.0010802715914309275,
211
+ 0.0009523128323002463,
212
+ -0.0009022412033217269,
213
+ 0.0008434516111966918,
214
+ -0.0008065190709369401,
215
+ -0.0007299589316891126,
216
+ -0.0006036424512416331,
217
+ 0.0005728154079342083,
218
+ 0.0005163855033776849,
219
+ -0.0004698365070713143,
220
+ 0.0004195587179740155,
221
+ -0.0003851172722752639,
222
+ -0.0003463437538349101,
223
+ 0.0002739082736852567,
224
+ -0.00022086762014926,
225
+ -0.00016021996942057996,
226
+ 0.0001445689548319977,
227
+ 0.00013646167037451392
228
+ ],
229
+ "Absolute Coefficient": [
230
+ 0.04348686256428189,
231
+ 0.04315390122104104,
232
+ 0.03728124219864424,
233
+ 0.03181056172229493,
234
+ 0.02614389232001524,
235
+ 0.02337599550899689,
236
+ 0.019501688706505548,
237
+ 0.0194220059530486,
238
+ 0.017615961922915636,
239
+ 0.016955946978511865,
240
+ 0.016307759705509694,
241
+ 0.015514713588567947,
242
+ 0.01542963110109692,
243
+ 0.01383871858533766,
244
+ 0.013778021412207579,
245
+ 0.01316776446558912,
246
+ 0.01304431007506745,
247
+ 0.012729387542169653,
248
+ 0.011723880670724478,
249
+ 0.011291640993276493,
250
+ 0.010849896018068824,
251
+ 0.010524440120250441,
252
+ 0.010438998661918376,
253
+ 0.009426265170185116,
254
+ 0.008929842719181673,
255
+ 0.00887352698260938,
256
+ 0.008520270298892723,
257
+ 0.00814925884070569,
258
+ 0.008023669048491605,
259
+ 0.00768401077570498,
260
+ 0.007586128981095449,
261
+ 0.007457796294714257,
262
+ 0.007375483492854706,
263
+ 0.007103788230788465,
264
+ 0.0070756307559905465,
265
+ 0.007016794914809636,
266
+ 0.0067454452710849055,
267
+ 0.006649479375717747,
268
+ 0.006391054897813487,
269
+ 0.006243781310194238,
270
+ 0.006117527643894504,
271
+ 0.005889078294410851,
272
+ 0.0058038265914261734,
273
+ 0.005683498586405947,
274
+ 0.005602612405969148,
275
+ 0.005598039809008352,
276
+ 0.0055051806427116575,
277
+ 0.005396310169832374,
278
+ 0.005355447892227064,
279
+ 0.0051222205739757335,
280
+ 0.005104573206975438,
281
+ 0.004665784725287309,
282
+ 0.0045729403064810915,
283
+ 0.004500647161850991,
284
+ 0.004335192997561683,
285
+ 0.004153892612507816,
286
+ 0.0037694683532477078,
287
+ 0.003670197144089989,
288
+ 0.003641178717685723,
289
+ 0.003400463678228786,
290
+ 0.003342865209968445,
291
+ 0.0033118120109689045,
292
+ 0.0032071981653025304,
293
+ 0.003163987616261417,
294
+ 0.0030735031907133848,
295
+ 0.003008148655279313,
296
+ 0.0029572012625527873,
297
+ 0.0028740447394063656,
298
+ 0.0027055982288945114,
299
+ 0.002533033596408116,
300
+ 0.0025268894641957873,
301
+ 0.0025187518868687226,
302
+ 0.0024257156512878775,
303
+ 0.0023348100187393704,
304
+ 0.00230118558926076,
305
+ 0.0022856928166117667,
306
+ 0.0022584656171468834,
307
+ 0.0021469644844004498,
308
+ 0.0021443038173683455,
309
+ 0.0020638226831141983,
310
+ 0.002051047829705449,
311
+ 0.0020499165600866465,
312
+ 0.0019813388221117368,
313
+ 0.0019337739560368718,
314
+ 0.0019106130219068663,
315
+ 0.0017125746315348406,
316
+ 0.0016802033933232333,
317
+ 0.0016443329013593794,
318
+ 0.0015813910354050545,
319
+ 0.0015479988799449041,
320
+ 0.001528950878661508,
321
+ 0.0013996519604420599,
322
+ 0.001086141137766453,
323
+ 0.0010802715914309275,
324
+ 0.0009523128323002463,
325
+ 0.0009022412033217269,
326
+ 0.0008434516111966918,
327
+ 0.0008065190709369401,
328
+ 0.0007299589316891126,
329
+ 0.0006036424512416331,
330
+ 0.0005728154079342083,
331
+ 0.0005163855033776849,
332
+ 0.0004698365070713143,
333
+ 0.0004195587179740155,
334
+ 0.0003851172722752639,
335
+ 0.0003463437538349101,
336
+ 0.0002739082736852567,
337
+ 0.00022086762014926,
338
+ 0.00016021996942057996,
339
+ 0.0001445689548319977,
340
+ 0.00013646167037451392
341
+ ]
342
+ },
343
+ "cv_performance": {
344
+ "prediction": {
345
+ "accuracy": 95.55555555555554,
346
+ "precision": 0.0,
347
+ "recall": 0.0,
348
+ "f1": 0.0
349
+ },
350
+ "selection": {
351
+ "precision": 7.03603896979847,
352
+ "recall": 1.9642857142857142,
353
+ "f1": 3.0654048333692487,
354
+ "jaccard": 1.5583322601609533
355
+ }
356
+ }
357
+ }