| { | |
| "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 | |
| } | |
| } | |
| } |