{ "significant_genes": { "Variable": [ "NELL1", "SLC9B2", "CHST3", "KCNK12", "DSPP", "POLR3A", "JAK1", "TUBB2B", "FIBP", "ADCY8", "WBP1L", "LRRC37A4P", "IRS4", "DAP", "SLC35B4", "STPG4", "CYP4V2" ], "Coefficient": [ 0.05687497394663842, 0.0474915068830099, 0.03844517574233851, -0.028843971749098692, 0.027931127534673573, 0.024049122412188262, -0.018816440949823765, 0.013843391385066765, 0.011974184765921539, 0.009269460019399167, 0.009063781077299696, -0.008091187968216278, 0.006877696636338579, 0.00410695522200816, 0.0011794402035567144, -0.0010451671845266742, 8.754546655995732e-05 ], "Absolute Coefficient": [ 0.05687497394663842, 0.0474915068830099, 0.03844517574233851, 0.028843971749098692, 0.027931127534673573, 0.024049122412188262, 0.018816440949823765, 0.013843391385066765, 0.011974184765921539, 0.009269460019399167, 0.009063781077299696, 0.008091187968216278, 0.006877696636338579, 0.00410695522200816, 0.0011794402035567144, 0.0010451671845266742, 8.754546655995732e-05 ] }, "cv_performance": { "prediction": { "accuracy": 86.66666666666667, "precision": 40.0, "recall": 20.0, "f1": 26.666666666666664 }, "selection": { "precision": 7.121212121212122, "recall": 0.3864734299516908, "f1": 0.7331071174228142, "jaccard": 0.36909420306875174 } } }