{ | |
"significant_genes": { | |
"Variable": [ | |
"A1CF", | |
"ABCB1", | |
"AASDH", | |
"AAK1", | |
"ABHD17B", | |
"ADAMTS14", | |
"ABCB10", | |
"ADPGK", | |
"ABHD14B", | |
"AADAT", | |
"ACAD11", | |
"AAGAB", | |
"ADAT2", | |
"ABCC5", | |
"ABCA9", | |
"ADAMTS6", | |
"ABCA17P", | |
"ARHGAP1", | |
"ADAM33", | |
"ADAM12", | |
"ABCG1", | |
"ABHD17C", | |
"AOPEP", | |
"AA06", | |
"CENPO", | |
"ANXA1", | |
"ALPK1", | |
"ACTA2", | |
"ACSS2", | |
"AKNA", | |
"CRTAP", | |
"AFF3", | |
"MEAK7", | |
"ADCY1", | |
"ADAMTS1", | |
"ABTB1", | |
"DCUN1D5", | |
"ANKRD35", | |
"AGPAT5", | |
"AKAP13", | |
"AIFM3", | |
"ABHD16A", | |
"ADAM1A", | |
"ARL17A", | |
"ASB3", | |
"AXIN2", | |
"ANKFN1", | |
"C1QTNF7", | |
"FAHD2CP", | |
"ABI3BP", | |
"MEAF6", | |
"PRR19", | |
"ARHGEF11", | |
"TMEM127", | |
"ADAMTS16", | |
"ATG10", | |
"ACSL5", | |
"ACTG2", | |
"AGAP6", | |
"ASPH", | |
"SIMC1", | |
"ADAMTS12", | |
"ADNP", | |
"ANAPC1", | |
"ANKRD10", | |
"ARID3A", | |
"UBE2E2", | |
"MIR195", | |
"ANKRD9", | |
"ALDH1L2", | |
"ATF6", | |
"CA13", | |
"ALDOA", | |
"ACTB", | |
"FEM1A", | |
"INSR", | |
"FKBP5", | |
"AKAP17A", | |
"LINC01551", | |
"TMEM248", | |
"VPS33A", | |
"ATL1", | |
"MCHR1", | |
"AGAP2", | |
"WDFY2", | |
"HOXA-AS2", | |
"COL3A1", | |
"CMYA5", | |
"ASXL2", | |
"MIR497", | |
"ARL17B", | |
"MIR497HG" | |
], | |
"Coefficient": [ | |
0.10128414942748709, | |
-0.0966961360104093, | |
-0.09598016720754915, | |
0.0758405304372821, | |
-0.056615408870006406, | |
0.05223982834888083, | |
-0.05034331189752492, | |
0.03736580598877215, | |
0.03637768890438598, | |
0.03442601914709922, | |
0.025386257036651406, | |
-0.021368432946554616, | |
-0.02116656067867295, | |
0.019727836176646134, | |
-0.019714310258578095, | |
-0.01839012859838363, | |
-0.0178278446908051, | |
0.017783103052488616, | |
-0.016898684961979726, | |
0.016136898606605703, | |
-0.015206641724690202, | |
0.014313261068991862, | |
-0.014149946041676215, | |
0.013524252748902595, | |
0.013065705957736297, | |
0.011745696974973817, | |
0.01103339376345241, | |
-0.010652230429002107, | |
0.010217286734450897, | |
-0.009923326379964835, | |
-0.00967466417729209, | |
0.009487301201970371, | |
0.009000244264050125, | |
0.00882864465361885, | |
0.00877654166235379, | |
0.008649597853462782, | |
-0.007985976371064551, | |
-0.0075913528164505435, | |
-0.00753670604211845, | |
0.006726109440318144, | |
-0.00601465445572337, | |
0.005157067917887941, | |
-0.0037601028480337712, | |
-0.003748804165297961, | |
0.0030802297074601576, | |
-0.002643228552924037, | |
-0.0024432185861993105, | |
-0.0022688332943030048, | |
-0.0015862483775275485, | |
-0.0015608353234944897, | |
-0.0012882219407354839, | |
0.0010548032986206026, | |
0.0009943233527119747, | |
0.0009437107643255353, | |
0.0008755652332344779, | |
0.0008668718273578206, | |
0.0007880893345863341, | |
-0.0007071954315746666, | |
0.000666105215179702, | |
-0.0006599967185097542, | |
0.000655314854687676, | |
0.0005889839411632938, | |
0.0005818120621768587, | |
-0.0005642340493978108, | |
0.0005411894195752372, | |
-0.0004271064496658893, | |
-0.00036750142086880276, | |
0.000317075690114194, | |
-0.0003139038580708772, | |
-0.0003116102018749981, | |
-0.0002613470182528723, | |
0.0002604250815037075, | |
-0.0001969862277566978, | |
0.00017473089062792048, | |
-0.00016466670391849158, | |
0.00015841489016345578, | |
0.0001348322782424913, | |
0.00013449862456821538, | |
-0.0001279414948505159, | |
-0.00011209565776792305, | |
6.454589337225675e-05, | |
-5.987789147672703e-05, | |
5.981717840399083e-05, | |
-5.50275985794268e-05, | |
5.379755026401758e-05, | |
-5.2441622592618493e-05, | |
-3.749874539466203e-05, | |
3.58158505787569e-05, | |
-6.348210752466584e-07, | |
7.589415207398531e-19, | |
-1.3251359885933944e-19, | |
1.2046690805394493e-20 | |
], | |
"Absolute Coefficient": [ | |
0.10128414942748709, | |
0.0966961360104093, | |
0.09598016720754915, | |
0.0758405304372821, | |
0.056615408870006406, | |
0.05223982834888083, | |
0.05034331189752492, | |
0.03736580598877215, | |
0.03637768890438598, | |
0.03442601914709922, | |
0.025386257036651406, | |
0.021368432946554616, | |
0.02116656067867295, | |
0.019727836176646134, | |
0.019714310258578095, | |
0.01839012859838363, | |
0.0178278446908051, | |
0.017783103052488616, | |
0.016898684961979726, | |
0.016136898606605703, | |
0.015206641724690202, | |
0.014313261068991862, | |
0.014149946041676215, | |
0.013524252748902595, | |
0.013065705957736297, | |
0.011745696974973817, | |
0.01103339376345241, | |
0.010652230429002107, | |
0.010217286734450897, | |
0.009923326379964835, | |
0.00967466417729209, | |
0.009487301201970371, | |
0.009000244264050125, | |
0.00882864465361885, | |
0.00877654166235379, | |
0.008649597853462782, | |
0.007985976371064551, | |
0.0075913528164505435, | |
0.00753670604211845, | |
0.006726109440318144, | |
0.00601465445572337, | |
0.005157067917887941, | |
0.0037601028480337712, | |
0.003748804165297961, | |
0.0030802297074601576, | |
0.002643228552924037, | |
0.0024432185861993105, | |
0.0022688332943030048, | |
0.0015862483775275485, | |
0.0015608353234944897, | |
0.0012882219407354839, | |
0.0010548032986206026, | |
0.0009943233527119747, | |
0.0009437107643255353, | |
0.0008755652332344779, | |
0.0008668718273578206, | |
0.0007880893345863341, | |
0.0007071954315746666, | |
0.000666105215179702, | |
0.0006599967185097542, | |
0.000655314854687676, | |
0.0005889839411632938, | |
0.0005818120621768587, | |
0.0005642340493978108, | |
0.0005411894195752372, | |
0.0004271064496658893, | |
0.00036750142086880276, | |
0.000317075690114194, | |
0.0003139038580708772, | |
0.0003116102018749981, | |
0.0002613470182528723, | |
0.0002604250815037075, | |
0.0001969862277566978, | |
0.00017473089062792048, | |
0.00016466670391849158, | |
0.00015841489016345578, | |
0.0001348322782424913, | |
0.00013449862456821538, | |
0.0001279414948505159, | |
0.00011209565776792305, | |
6.454589337225675e-05, | |
5.987789147672703e-05, | |
5.981717840399083e-05, | |
5.50275985794268e-05, | |
5.379755026401758e-05, | |
5.2441622592618493e-05, | |
3.749874539466203e-05, | |
3.58158505787569e-05, | |
6.348210752466584e-07, | |
7.589415207398531e-19, | |
1.3251359885933944e-19, | |
1.2046690805394493e-20 | |
] | |
}, | |
"cv_performance": { | |
"prediction": { | |
"accuracy": 93.33333333333333, | |
"precision": 80.0, | |
"recall": 70.0, | |
"f1": 73.33333333333333 | |
}, | |
"selection": { | |
"precision": 0.7604443749022062, | |
"recall": 1.4285714285714284, | |
"f1": 0.9922689075630252, | |
"jaccard": 0.5002733734281029 | |
} | |
} | |
} |