{ | |
"significant_genes": { | |
"Variable": [ | |
"TMEM131", | |
"JAK1", | |
"XKRY", | |
"GRK4", | |
"LRRC37A4P", | |
"CHST3", | |
"SFTPD", | |
"MORC1", | |
"TTPAL", | |
"MALT1", | |
"FAM131B", | |
"FNIP2", | |
"RAB36", | |
"DAW1", | |
"TSPAN15", | |
"STAR", | |
"ASRGL1", | |
"CHD5", | |
"CHD4", | |
"SREK1IP1", | |
"IL17RB", | |
"PRIMA1", | |
"HAO1", | |
"NR2C2AP", | |
"FCRLB", | |
"NELL1", | |
"SCFD2", | |
"XKRYP7" | |
], | |
"Coefficient": [ | |
-0.08115660812010703, | |
-0.07719482076002565, | |
-0.05640816206295586, | |
0.04292370380769384, | |
-0.03515560931567248, | |
0.0329662634862635, | |
0.029587531499796368, | |
-0.028539527489850038, | |
0.027639615249873812, | |
-0.02348076711941965, | |
-0.023328476196357775, | |
0.016848418575598042, | |
0.014539776243309287, | |
0.014073003014171376, | |
0.009867333311498937, | |
-0.009636836115596932, | |
-0.008770366487254369, | |
-0.00835725709105515, | |
-0.005881889749024498, | |
0.005819069683393247, | |
-0.00512086305075619, | |
-0.005069254015603524, | |
-0.0033033170645797374, | |
0.002640615750449808, | |
-0.002635063227159511, | |
0.0008147014488761817, | |
0.0005248206071368834, | |
-2.2204460492503126e-16 | |
], | |
"Absolute Coefficient": [ | |
0.08115660812010703, | |
0.07719482076002565, | |
0.05640816206295586, | |
0.04292370380769384, | |
0.03515560931567248, | |
0.0329662634862635, | |
0.029587531499796368, | |
0.028539527489850038, | |
0.027639615249873812, | |
0.02348076711941965, | |
0.023328476196357775, | |
0.016848418575598042, | |
0.014539776243309287, | |
0.014073003014171376, | |
0.009867333311498937, | |
0.009636836115596932, | |
0.008770366487254369, | |
0.00835725709105515, | |
0.005881889749024498, | |
0.005819069683393247, | |
0.00512086305075619, | |
0.005069254015603524, | |
0.0033033170645797374, | |
0.002640615750449808, | |
0.002635063227159511, | |
0.0008147014488761817, | |
0.0005248206071368834, | |
2.2204460492503126e-16 | |
] | |
}, | |
"cv_performance": { | |
"prediction": { | |
"accuracy": 90.0, | |
"precision": 50.0, | |
"recall": 50.0, | |
"f1": 46.666666666666664 | |
}, | |
"selection": { | |
"precision": 4.364370412196498, | |
"recall": 0.48309178743961356, | |
"f1": 0.8695980953160797, | |
"jaccard": 0.4366978779785625 | |
} | |
} | |
} |