{ "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 } } }