{ "significant_genes": { "Variable": [ "TMEM128", "ACOT2", "OPTN", "QRSL1", "OR56B1", "HLA-DRB6", "CRYBB2", "PHC2", "DNAJC3", "SNHG12", "RGL4", "KLK1", "RBM7", "ENOSF1", "ZC2HC1A", "BAG3", "MME", "ODAD3", "MEG8", "DIPK1B", "NBPF11", "PTPN23", "ZNF679", "LIG4", "ATP5MK", "ADAMDEC1", "GRB14", "CNTNAP2", "IGF2BP3", "CHI3L2", "GSTT1", "RNF144B", "PYROXD1", "KLHL26", "CPEB4", "DSP", "CARMIL1", "CABYR", "NQO2", "SNORD16", "MIX23", "SLC38A11", "PPP1R3E", "RPPH1", "EEF1A2", "ZNF844", "METTL2A", "REEP4", "FBXW9", "TSPYL5", "FAM167A" ], "Coefficient": [ 0.11078054070195768, -0.08367285639610214, -0.08124403669226267, -0.07469460269655398, 0.07020480544082593, -0.06497943434638624, 0.05900828278735195, -0.05618998765337671, -0.055244368243474486, 0.05504758849617412, 0.0511084331112854, 0.0510560184442142, -0.05046168966617299, 0.04823301269938246, -0.04784720881732191, -0.04710922728056779, -0.04630898805252563, -0.045995369500332055, 0.045363190713681084, 0.04361816733846638, 0.042944742731399144, 0.04244597958578745, -0.040993979720661086, 0.03421173357573685, -0.03417322612335343, -0.03417225362471523, 0.033888886445668266, 0.03231361226495115, -0.0303912531475302, 0.02671671213178681, -0.025771333817950052, 0.024453105765110603, -0.024368644674960326, 0.023098489793071605, 0.021833397106056338, -0.02139645113183968, 0.021362021892910022, -0.02111021874781473, 0.020912843603464137, 0.016711385960504206, -0.01362969455801755, 0.011791377992579883, -0.010138854757010034, 0.00967012885265538, -0.008207506092455798, -0.00582094141804116, 0.004897911449230328, 0.0032980130749153624, -0.0028010905570624045, -0.00139417633620047, 6.08681155629963e-05 ], "Absolute Coefficient": [ 0.11078054070195768, 0.08367285639610214, 0.08124403669226267, 0.07469460269655398, 0.07020480544082593, 0.06497943434638624, 0.05900828278735195, 0.05618998765337671, 0.055244368243474486, 0.05504758849617412, 0.0511084331112854, 0.0510560184442142, 0.05046168966617299, 0.04823301269938246, 0.04784720881732191, 0.04710922728056779, 0.04630898805252563, 0.045995369500332055, 0.045363190713681084, 0.04361816733846638, 0.042944742731399144, 0.04244597958578745, 0.040993979720661086, 0.03421173357573685, 0.03417322612335343, 0.03417225362471523, 0.033888886445668266, 0.03231361226495115, 0.0303912531475302, 0.02671671213178681, 0.025771333817950052, 0.024453105765110603, 0.024368644674960326, 0.023098489793071605, 0.021833397106056338, 0.02139645113183968, 0.021362021892910022, 0.02111021874781473, 0.020912843603464137, 0.016711385960504206, 0.01362969455801755, 0.011791377992579883, 0.010138854757010034, 0.00967012885265538, 0.008207506092455798, 0.00582094141804116, 0.004897911449230328, 0.0032980130749153624, 0.0028010905570624045, 0.00139417633620047, 6.08681155629963e-05 ] }, "cv_performance": { "prediction": { "accuracy": 86.36363636363635, "precision": 10.0, "recall": 6.666666666666666, "f1": 8.0 }, "selection": { "precision": 0.930232558139535, "recall": 2.0, "f1": 1.2698412698412698, "jaccard": 0.6557377049180328 } } }