{ | |
"significant_genes": { | |
"Variable": [ | |
"AASDH", | |
"ADAMTS14", | |
"A1BG", | |
"ABCB1", | |
"ABHD17B", | |
"AADAT", | |
"ADAM33", | |
"AA06", | |
"ABCB10", | |
"ABCA9", | |
"ABTB1", | |
"ADPGK", | |
"A1CF", | |
"ACAD11", | |
"ARHGAP1", | |
"ABCC13", | |
"AOPEP", | |
"ADH4", | |
"ADAMTS1", | |
"AFF3", | |
"ADAT2", | |
"ADAM22", | |
"ABHD15", | |
"ABHD14B", | |
"ADAM12", | |
"PRR19", | |
"ADAMTSL4", | |
"ADCY1", | |
"CYP4V2", | |
"CERS6", | |
"AP1G1", | |
"AKNA", | |
"ABHD4", | |
"ASB3", | |
"ABHD12", | |
"ABL2", | |
"AKAP13", | |
"ACKR3", | |
"ALKBH5", | |
"ACVR2A", | |
"GABPB1-AS1", | |
"C4orf46", | |
"MCUR1", | |
"ADAMTS6", | |
"ADCY5", | |
"CENPO", | |
"MEAK7", | |
"ALPK1", | |
"ADAM23", | |
"FAHD2CP", | |
"CELF2", | |
"ANAPC1", | |
"ATG10", | |
"HECA", | |
"ADPRH", | |
"ACCS", | |
"CHEK1", | |
"ABHD17C", | |
"CCDC57", | |
"COX3", | |
"CRTAP", | |
"ARSK", | |
"C6orf163", | |
"CDK3", | |
"ARHGEF11", | |
"MCHR1", | |
"MAP3K13", | |
"ANKFN1", | |
"ACAA2" | |
], | |
"Coefficient": [ | |
-0.12750129754384448, | |
0.07277824183113679, | |
0.0634925771364217, | |
-0.054527866106843965, | |
-0.0533337104055063, | |
0.052746045845222925, | |
-0.044735282337341684, | |
0.03675365260357235, | |
-0.03281724786320012, | |
-0.030492761846319962, | |
0.029664577674085625, | |
0.0295326372300772, | |
0.029196880507512124, | |
0.028770742202198628, | |
0.028373545233991153, | |
0.027405543701557386, | |
-0.02515828333903623, | |
-0.02393681663221001, | |
0.02028428824574916, | |
0.01867738825347648, | |
-0.018602105113579324, | |
-0.01835225922646933, | |
-0.016787058489454984, | |
0.013810925650935602, | |
0.011349290883272654, | |
0.010418233250002183, | |
-0.00981277391003861, | |
0.008406686928322743, | |
-0.006672353324362347, | |
0.006629287253506045, | |
0.005642981370085517, | |
-0.005472672719786574, | |
-0.0054219825698451915, | |
0.004630072479768664, | |
0.004296562132574391, | |
0.0037949317633870602, | |
0.0036687683725779695, | |
-0.0035767562147334684, | |
-0.003442366158090568, | |
-0.0030520414690528522, | |
0.0030481028293845936, | |
0.0029725755434457466, | |
-0.002908247765819206, | |
-0.0028453535478657737, | |
-0.002677007940675692, | |
0.0025346398300713237, | |
0.0024209035072830483, | |
0.001516981755335259, | |
0.0015020723955869386, | |
-0.0011023895686909499, | |
0.0011015909989883072, | |
-0.001021588345261414, | |
0.0009808231938855337, | |
0.0008370659583796394, | |
-0.000815092574375522, | |
0.000658461231252613, | |
-0.00043379253291251274, | |
0.00037974845514829195, | |
0.00037515555788694515, | |
-0.00017256490027141178, | |
-0.00015653566896028776, | |
0.00013760636854750813, | |
0.00012331304571471508, | |
6.014112493642655e-05, | |
3.9287808037400694e-05, | |
1.8433124213864703e-05, | |
1.3837499464237372e-05, | |
-5.719488972271346e-06, | |
1.3968776756912826e-06 | |
], | |
"Absolute Coefficient": [ | |
0.12750129754384448, | |
0.07277824183113679, | |
0.0634925771364217, | |
0.054527866106843965, | |
0.0533337104055063, | |
0.052746045845222925, | |
0.044735282337341684, | |
0.03675365260357235, | |
0.03281724786320012, | |
0.030492761846319962, | |
0.029664577674085625, | |
0.0295326372300772, | |
0.029196880507512124, | |
0.028770742202198628, | |
0.028373545233991153, | |
0.027405543701557386, | |
0.02515828333903623, | |
0.02393681663221001, | |
0.02028428824574916, | |
0.01867738825347648, | |
0.018602105113579324, | |
0.01835225922646933, | |
0.016787058489454984, | |
0.013810925650935602, | |
0.011349290883272654, | |
0.010418233250002183, | |
0.00981277391003861, | |
0.008406686928322743, | |
0.006672353324362347, | |
0.006629287253506045, | |
0.005642981370085517, | |
0.005472672719786574, | |
0.0054219825698451915, | |
0.004630072479768664, | |
0.004296562132574391, | |
0.0037949317633870602, | |
0.0036687683725779695, | |
0.0035767562147334684, | |
0.003442366158090568, | |
0.0030520414690528522, | |
0.0030481028293845936, | |
0.0029725755434457466, | |
0.002908247765819206, | |
0.0028453535478657737, | |
0.002677007940675692, | |
0.0025346398300713237, | |
0.0024209035072830483, | |
0.001516981755335259, | |
0.0015020723955869386, | |
0.0011023895686909499, | |
0.0011015909989883072, | |
0.001021588345261414, | |
0.0009808231938855337, | |
0.0008370659583796394, | |
0.000815092574375522, | |
0.000658461231252613, | |
0.00043379253291251274, | |
0.00037974845514829195, | |
0.00037515555788694515, | |
0.00017256490027141178, | |
0.00015653566896028776, | |
0.00013760636854750813, | |
0.00012331304571471508, | |
6.014112493642655e-05, | |
3.9287808037400694e-05, | |
1.8433124213864703e-05, | |
1.3837499464237372e-05, | |
5.719488972271346e-06, | |
1.3968776756912826e-06 | |
] | |
}, | |
"cv_performance": { | |
"prediction": { | |
"accuracy": 86.66666666666666, | |
"precision": 60.0, | |
"recall": 50.0, | |
"f1": 53.33333333333333 | |
}, | |
"selection": { | |
"precision": 0.9874504260469174, | |
"recall": 1.9047619047619047, | |
"f1": 1.2981360949406375, | |
"jaccard": 0.6543978186609096 | |
} | |
} | |
} |