{ "significant_genes": { "Variable": [ "MAP7D2", "ADGRB3", "PER3", "DBP", "IL11RA", "UNC5C", "FTO", "RMC1", "HLF", "RBBP7", "UPP1", "BMAL1", "FOXRED2", "C1orf122", "PPP2R5D", "HEXD", "SUMO2", "BIRC2", "HS3ST3A1" ], "Coefficient": [ 0.09453148564847577, 0.04593223522745904, 0.03976780732824447, 0.03217672089618127, 0.026914051307408066, 0.026588555693025134, 0.02605034974893938, -0.018644980113663386, 0.014038167532771944, 0.011702016390154835, -0.007826087305156024, -0.00627407565299308, 0.005774965427973948, 0.004686983794813581, 0.00448722233154377, -0.003601692524150374, 0.0031869805949330567, 0.002028798213198171, -0.0008461033685419583 ], "Absolute Coefficient": [ 0.09453148564847577, 0.04593223522745904, 0.03976780732824447, 0.03217672089618127, 0.026914051307408066, 0.026588555693025134, 0.02605034974893938, 0.018644980113663386, 0.014038167532771944, 0.011702016390154835, 0.007826087305156024, 0.00627407565299308, 0.005774965427973948, 0.004686983794813581, 0.00448722233154377, 0.003601692524150374, 0.0031869805949330567, 0.002028798213198171, 0.0008461033685419583 ] }, "cv_performance": { "prediction": { "accuracy": 93.07692307692307, "precision": 93.11916154021417, "recall": 96.98412698412699, "f1": 94.98069498069496 }, "selection": { "precision": 2.6666666666666665, "recall": 0.1932367149758454, "f1": 0.3588598555709774, "jaccard": 0.180238694487294 } } }