{ | |
"significant_genes": { | |
"Variable": [ | |
"AASDH", | |
"AAK1", | |
"A1BG", | |
"A1CF", | |
"ABCB1", | |
"ABCA9", | |
"ABHD17B", | |
"ARL17A", | |
"AOPEP", | |
"ACAD11", | |
"ADAT2", | |
"ADPGK", | |
"ABI3", | |
"ACO1", | |
"ABHD14B", | |
"AA06", | |
"ANKRD16", | |
"ANKRD9", | |
"LIG3", | |
"ADAMTS14", | |
"ADAMTS8", | |
"ABCB8", | |
"CHEK1", | |
"ABCB10", | |
"ACAD10", | |
"ADAM1A", | |
"ATP5MC3", | |
"ANO2", | |
"ABRAXAS1", | |
"ABCA17P", | |
"BMP2K", | |
"ACP3", | |
"CFAP119", | |
"BET1L", | |
"DR1", | |
"CDC42EP3", | |
"NOM1", | |
"CD99L2", | |
"MEAF6", | |
"ADRB1", | |
"EXT1", | |
"AKIP1", | |
"AMDHD2", | |
"ANKEF1", | |
"ADAMTS5", | |
"ALKBH1", | |
"ABTB1", | |
"ANKRD23", | |
"AEBP2", | |
"ABHD16A", | |
"CCAR2", | |
"CEP44", | |
"APOL6", | |
"ADCYAP1R1", | |
"EIF3E", | |
"ABI2", | |
"ANKRD11", | |
"ACTA2", | |
"AKAP17A", | |
"BRK1", | |
"AP1S2", | |
"EBF4", | |
"H6PD", | |
"ACTR3", | |
"ABCF1", | |
"ACTG2", | |
"FAHD2CP", | |
"AP1G1", | |
"ARRDC3-AS1", | |
"ALKBH6", | |
"CCDC150", | |
"TMEM127", | |
"ARHGEF7", | |
"ABCC13", | |
"CHORDC1", | |
"ADD1", | |
"ABHD5", | |
"ACY3", | |
"C1QTNF7", | |
"ARB2A", | |
"ARHGAP42", | |
"ADCY1", | |
"DIP2A", | |
"CASC15", | |
"ARL17B" | |
], | |
"Coefficient": [ | |
-0.13553966775997617, | |
0.078659270291076, | |
0.07819244181339315, | |
0.0769318858833263, | |
-0.06399538334763559, | |
-0.062448897661713514, | |
-0.04953225186441943, | |
-0.026775028555347077, | |
-0.026297546984574385, | |
0.025800644967578588, | |
-0.022996966907429407, | |
0.022673878993574655, | |
0.021699245373855987, | |
-0.020760534820354483, | |
0.01780102684310405, | |
0.01623885209234764, | |
-0.014536934658808271, | |
-0.014066467390087607, | |
-0.012969685712471432, | |
0.012826762766773261, | |
-0.011958561271155183, | |
0.009620679508708981, | |
-0.009616666634582095, | |
-0.009563778653681732, | |
-0.00845127463116325, | |
-0.008120486957301878, | |
0.008073915413818848, | |
-0.007778044024927298, | |
-0.007632770232321195, | |
-0.0075647899248131685, | |
0.007483099574141442, | |
-0.007369056750304853, | |
0.006697718827596368, | |
-0.006661093124308318, | |
-0.006369542207278817, | |
-0.005922498004144811, | |
-0.005904333547231758, | |
-0.0058954756233090665, | |
-0.00539442879992688, | |
0.004993345831942635, | |
-0.004763168265925664, | |
0.004200957300465068, | |
-0.003874802767440873, | |
-0.00387052174464458, | |
-0.003729730047213341, | |
-0.0035420118337974446, | |
0.0034867727191500316, | |
-0.0029592183992525004, | |
-0.0029547124356832603, | |
0.002569754177402121, | |
-0.0024062913187730068, | |
-0.0022832980074462394, | |
0.002257429032654046, | |
0.001998422822399755, | |
-0.001679244416838782, | |
-0.0016395426619584493, | |
-0.0015841470286686403, | |
-0.0015339331222302256, | |
0.0012550018070331627, | |
0.0012432771228481144, | |
0.0009250298252062727, | |
-0.0008375688198861417, | |
0.0007282323801537811, | |
-0.0006892754856879925, | |
0.0006549602222512468, | |
-0.0004956051130393168, | |
-0.0004842382476232314, | |
0.00043782716128172263, | |
0.00043517986975766926, | |
-0.0004274747641463913, | |
-0.0003939088960396359, | |
0.00034571647327654603, | |
-0.00034095836787623537, | |
0.00029122056100986266, | |
-0.0002330584966278493, | |
0.00019985860933368718, | |
0.0001943114496753309, | |
-0.0001654988279518232, | |
-0.00012706494984031705, | |
-7.656179302277278e-05, | |
-4.434476571940006e-05, | |
2.1565873988690543e-05, | |
4.987970574204234e-06, | |
-3.4407697219689264e-06, | |
-4.0533500552910854e-16 | |
], | |
"Absolute Coefficient": [ | |
0.13553966775997617, | |
0.078659270291076, | |
0.07819244181339315, | |
0.0769318858833263, | |
0.06399538334763559, | |
0.062448897661713514, | |
0.04953225186441943, | |
0.026775028555347077, | |
0.026297546984574385, | |
0.025800644967578588, | |
0.022996966907429407, | |
0.022673878993574655, | |
0.021699245373855987, | |
0.020760534820354483, | |
0.01780102684310405, | |
0.01623885209234764, | |
0.014536934658808271, | |
0.014066467390087607, | |
0.012969685712471432, | |
0.012826762766773261, | |
0.011958561271155183, | |
0.009620679508708981, | |
0.009616666634582095, | |
0.009563778653681732, | |
0.00845127463116325, | |
0.008120486957301878, | |
0.008073915413818848, | |
0.007778044024927298, | |
0.007632770232321195, | |
0.0075647899248131685, | |
0.007483099574141442, | |
0.007369056750304853, | |
0.006697718827596368, | |
0.006661093124308318, | |
0.006369542207278817, | |
0.005922498004144811, | |
0.005904333547231758, | |
0.0058954756233090665, | |
0.00539442879992688, | |
0.004993345831942635, | |
0.004763168265925664, | |
0.004200957300465068, | |
0.003874802767440873, | |
0.00387052174464458, | |
0.003729730047213341, | |
0.0035420118337974446, | |
0.0034867727191500316, | |
0.0029592183992525004, | |
0.0029547124356832603, | |
0.002569754177402121, | |
0.0024062913187730068, | |
0.0022832980074462394, | |
0.002257429032654046, | |
0.001998422822399755, | |
0.001679244416838782, | |
0.0016395426619584493, | |
0.0015841470286686403, | |
0.0015339331222302256, | |
0.0012550018070331627, | |
0.0012432771228481144, | |
0.0009250298252062727, | |
0.0008375688198861417, | |
0.0007282323801537811, | |
0.0006892754856879925, | |
0.0006549602222512468, | |
0.0004956051130393168, | |
0.0004842382476232314, | |
0.00043782716128172263, | |
0.00043517986975766926, | |
0.0004274747641463913, | |
0.0003939088960396359, | |
0.00034571647327654603, | |
0.00034095836787623537, | |
0.00029122056100986266, | |
0.0002330584966278493, | |
0.00019985860933368718, | |
0.0001943114496753309, | |
0.0001654988279518232, | |
0.00012706494984031705, | |
7.656179302277278e-05, | |
4.434476571940006e-05, | |
2.1565873988690543e-05, | |
4.987970574204234e-06, | |
3.4407697219689264e-06, | |
4.0533500552910854e-16 | |
] | |
}, | |
"cv_performance": { | |
"prediction": { | |
"accuracy": 93.33333333333333, | |
"precision": 80.0, | |
"recall": 70.0, | |
"f1": 73.33333333333333 | |
}, | |
"selection": { | |
"precision": 1.0152919820418485, | |
"recall": 1.9047619047619047, | |
"f1": 1.3228316333706518, | |
"jaccard": 0.6669435215946844 | |
} | |
} | |
} |