{ "significant_genes": { "Variable": [ "AADAT", "A1CF", "ADAMTS14", "AAK1", "AKAP13", "C1QTNF7", "A1BG", "ABCC3", "ABHD16A", "ADCY1", "ABCB8", "ACO1", "AP1G1", "ADAM33", "ABI2", "AA06", "TMEM127", "ABTB1", "ABHD17C", "MCHR1", "ACTA2", "ACTB", "ANKRD9", "DBH-AS1", "ABCA17P", "ADD1", "AXIN2", "CCDC32", "ABCA9", "ACSF3", "ACCS", "ARL17A", "ADGRD1", "APBA1", "ACTG2", "ADAMTS1", "ADAMTS16", "IL17RD", "NFATC2", "ACAD11", "ARL14EP", "AKIP1", "CBLN3", "ACP3", "CEP152", "BAG2", "PGBD1", "VPS33A", "AOPEP", "AP4S1", "ANXA1", "ANAPC1", "CARD8", "SUSD4", "C4orf46", "ARHGAP42", "BMP2K", "ATG10", "FBXO5", "DAB2IP", "ARHGEF19", "ABCB10", "AQR", "TACC1", "MAP3K13", "ACADSB", "ARL17B" ], "Coefficient": [ 0.1348287470773958, 0.06760545982299336, 0.05775332663318519, 0.050856854385345325, 0.04186649297213836, -0.03416894273854673, 0.033736234930640735, -0.030076876826522696, 0.029641749023238413, 0.028630738179826254, 0.02548053825987278, -0.02423467642524648, 0.02169654071558321, -0.021186345711129213, -0.020172626288427305, 0.01815896942285486, 0.01188769672698635, 0.011658560616566704, 0.011332180220937963, 0.00912227366107766, -0.00905578482477128, 0.008973996359921611, -0.008580365709846246, 0.008567772991641735, -0.008518337908585676, 0.008495690422659085, -0.00765756395474291, 0.007568965361637197, -0.007460081432812841, 0.00729544513015307, 0.00682262034474536, -0.006405089787159123, -0.006286959485803763, 0.004782386919647814, -0.004543962179327576, 0.00404449270784173, 0.00353741379951021, -0.003517321104049614, -0.0020435514152427076, 0.0019630900144791616, -0.0019550424242282148, 0.0016120814757416629, 0.0015571977023294196, -0.0014576690703271714, -0.0010323455890189227, -0.0009399842912103516, -0.0009071396749507982, 0.0008776329094533397, -0.0008302872583277168, 0.0007414857748722704, 0.0006059165307447079, -0.000600354759822929, -0.0005916225005592564, 0.0005076876163253752, 0.000447210125392523, -0.000360745663896908, 0.00034488694564288353, 0.00027053972286681917, 0.00022031120157891675, 0.0001453078689850365, 0.0001284496361503645, -0.00011574787845973409, -8.927795193769232e-05, -7.999389459632773e-05, 6.302747723797001e-06, -5.636237072474853e-06, -6.746146851020917e-19 ], "Absolute Coefficient": [ 0.1348287470773958, 0.06760545982299336, 0.05775332663318519, 0.050856854385345325, 0.04186649297213836, 0.03416894273854673, 0.033736234930640735, 0.030076876826522696, 0.029641749023238413, 0.028630738179826254, 0.02548053825987278, 0.02423467642524648, 0.02169654071558321, 0.021186345711129213, 0.020172626288427305, 0.01815896942285486, 0.01188769672698635, 0.011658560616566704, 0.011332180220937963, 0.00912227366107766, 0.00905578482477128, 0.008973996359921611, 0.008580365709846246, 0.008567772991641735, 0.008518337908585676, 0.008495690422659085, 0.00765756395474291, 0.007568965361637197, 0.007460081432812841, 0.00729544513015307, 0.00682262034474536, 0.006405089787159123, 0.006286959485803763, 0.004782386919647814, 0.004543962179327576, 0.00404449270784173, 0.00353741379951021, 0.003517321104049614, 0.0020435514152427076, 0.0019630900144791616, 0.0019550424242282148, 0.0016120814757416629, 0.0015571977023294196, 0.0014576690703271714, 0.0010323455890189227, 0.0009399842912103516, 0.0009071396749507982, 0.0008776329094533397, 0.0008302872583277168, 0.0007414857748722704, 0.0006059165307447079, 0.000600354759822929, 0.0005916225005592564, 0.0005076876163253752, 0.000447210125392523, 0.000360745663896908, 0.00034488694564288353, 0.00027053972286681917, 0.00022031120157891675, 0.0001453078689850365, 0.0001284496361503645, 0.00011574787845973409, 8.927795193769232e-05, 7.999389459632773e-05, 6.302747723797001e-06, 5.636237072474853e-06, 6.746146851020917e-19 ] }, "cv_performance": { "prediction": { "accuracy": 80.0, "precision": 80.0, "recall": 60.0, "f1": 66.66666666666666 }, "selection": { "precision": 0.5808080808080808, "recall": 0.9523809523809523, "f1": 0.7212475633528264, "jaccard": 0.36390703829294513 } } }