{ "significant_genes": { "Variable": [ "ADGRB3", "MAP7D2", "PER3", "MAN1C1", "DHRS1", "PPARD", "ZFP90", "KCNE4", "IL11RA", "SH2B2", "FTO", "C10orf88", "QPRT", "SLC9A9", "UNC5C", "SUMO2", "HSD11B2", "BIRC2" ], "Coefficient": [ 0.07650100676501377, 0.06497637114685943, 0.05558210123198914, 0.03953958811266243, 0.018399364142305794, -0.01617167623354776, 0.015284776054930286, 0.01400544214912853, 0.013206208363775904, -0.01050005502711203, 0.009372674185250444, 0.008719091080192384, 0.006744501725236625, 0.004906772033205606, 0.003937810467083006, 0.003884839802649824, 0.0029745433926920335, 0.0029526660829558194 ], "Absolute Coefficient": [ 0.07650100676501377, 0.06497637114685943, 0.05558210123198914, 0.03953958811266243, 0.018399364142305794, 0.01617167623354776, 0.015284776054930286, 0.01400544214912853, 0.013206208363775904, 0.01050005502711203, 0.009372674185250444, 0.008719091080192384, 0.006744501725236625, 0.004906772033205606, 0.003937810467083006, 0.003884839802649824, 0.0029745433926920335, 0.0029526660829558194 ] }, "cv_performance": { "prediction": { "accuracy": 93.07692307692307, "precision": 93.17680565048985, "recall": 97.14285714285714, "f1": 95.03865134160385 }, "selection": { "precision": 2.2981366459627326, "recall": 0.1932367149758454, "f1": 0.35490851859138306, "jaccard": 0.1782453354505756 } } }