{ "significant_genes": { "Variable": [ "KDM4D", "MED18", "GRB14", "ARID5A", "NFX1", "SP3P", "POP1", "DNAJC28", "GASK1B", "HSPB2", "PSPH", "LRRC37BP1", "USP6NL", "GGT5", "GYG2", "PLK4", "COMT", "FZD9", "XIAP", "IFI35", "PKN1", "SLC12A1", "LIMK2", "CHRNA4", "DGKD", "SULF1", "SNX15", "KRT16", "ALG11", "FARS2", "GPNMB", "VIPR2", "FAM110D", "TEFM", "SLC12A6", "SIGIRR", "EEF1AKMT3", "ZNF239", "RBM3", "FBXL6", "LCMT2", "CTR9", "ICAM3", "PSMD5", "KLHL9", "HMGB2", "A4GALT", "CDHR1", "OGG1" ], "Coefficient": [ -0.14564996609231037, -0.07578880367656986, 0.07007867257096662, 0.06665128237897462, -0.05205425895318343, 0.050761975263940086, -0.04737467566126771, -0.04723595254298729, -0.04598634665757777, -0.040213098262729216, 0.03931631142325328, -0.038888182887850405, -0.03406903204354161, 0.029080091879676827, 0.025600056764812144, -0.021482987856335126, 0.019639002886810607, 0.018928762101465005, -0.0177260033676134, 0.01634906832392685, 0.016129186580918674, -0.015792489128987005, 0.014987296459516398, -0.01442661130772668, 0.013613473553185847, -0.01344113513499832, -0.01311677520478544, -0.013114924745571781, -0.011374809915812724, -0.009283263082699722, 0.008596306146759623, -0.008493494625815225, -0.008159193694746845, -0.006964834265909426, -0.0064207167370367415, 0.006176698737874868, 0.005914061927948093, -0.005836463624563202, -0.004602015145069923, 0.004451037623186742, -0.003908841448769214, -0.003005155021990453, 0.002969049915254043, -0.0016594467561032392, -0.0014932627852652465, 0.0013758255179337515, 0.0010580122695468032, 0.0004442026950571087, -3.599820273104443e-05 ], "Absolute Coefficient": [ 0.14564996609231037, 0.07578880367656986, 0.07007867257096662, 0.06665128237897462, 0.05205425895318343, 0.050761975263940086, 0.04737467566126771, 0.04723595254298729, 0.04598634665757777, 0.040213098262729216, 0.03931631142325328, 0.038888182887850405, 0.03406903204354161, 0.029080091879676827, 0.025600056764812144, 0.021482987856335126, 0.019639002886810607, 0.018928762101465005, 0.0177260033676134, 0.01634906832392685, 0.016129186580918674, 0.015792489128987005, 0.014987296459516398, 0.01442661130772668, 0.013613473553185847, 0.01344113513499832, 0.01311677520478544, 0.013114924745571781, 0.011374809915812724, 0.009283263082699722, 0.008596306146759623, 0.008493494625815225, 0.008159193694746845, 0.006964834265909426, 0.0064207167370367415, 0.006176698737874868, 0.005914061927948093, 0.005836463624563202, 0.004602015145069923, 0.004451037623186742, 0.003908841448769214, 0.003005155021990453, 0.002969049915254043, 0.0016594467561032392, 0.0014932627852652465, 0.0013758255179337515, 0.0010580122695468032, 0.0004442026950571087, 3.599820273104443e-05 ] }, "cv_performance": { "prediction": { "accuracy": 77.14285714285714, "precision": 80.0, "recall": 75.0, "f1": 75.80952380952381 }, "selection": { "precision": 4.409854851031321, "recall": 0.43478260869565216, "f1": 0.7911751507511924, "jaccard": 0.3973174838113518 } } }