{ "significant_genes": { "Variable": [ "TMEM128", "ACOT2", "OPTN", "QRSL1", "OR56B1", "HLA-DRB6", "CRYBB2", "PHC2", "SNHG12", "DNAJC3", "RGL4", "KLK1", "ZC2HC1A", "RBM7", "BAG3", "ENOSF1", "MME", "ODAD3", "MEG8", "DIPK1B", "NBPF11", "ZNF679", "PTPN23", "ATP5MK", "ADAMDEC1", "LIG4", "GRB14", "CNTNAP2", "IGF2BP3", "CHI3L2", "GSTT1", "RNF144B", "PYROXD1", "CABYR", "KLHL26", "CARMIL1", "CPEB4", "DSP", "NQO2", "SNORD16", "MIX23", "SLC38A11", "PPP1R3E", "RPPH1", "EEF1A2", "METTL2A", "ZNF844", "FBXW9", "REEP4", "TSPYL5", "FBXO15" ], "Coefficient": [ 0.10962926923165928, -0.08434087065613807, -0.08168268793923843, -0.07457450065826304, 0.0711268835611934, -0.06553798114920367, 0.05822473313110749, -0.05539122163821995, 0.05507248473128902, -0.05469196879095544, 0.05045587568856438, 0.0503198474402826, -0.05002877497314327, -0.04998145533809902, -0.0484247789352, 0.04815554287642044, -0.04678744419692293, -0.04524410332103493, 0.04383773976718882, 0.04347457462218823, 0.04298621831986992, -0.041574245397061345, 0.03922806565782602, -0.034429428700199466, -0.03409033765143491, 0.03349355092924883, 0.03345745183765537, 0.0322732586211844, -0.030263381246392326, 0.027302576723857087, -0.02557207387681479, 0.02474679649381298, -0.024520881158833902, -0.023109146800825976, 0.02305342179140709, 0.021691273114943857, 0.02149650832646798, -0.02136266793701588, 0.021347781355568748, 0.015236829084653042, -0.014201887830012378, 0.010732425629717742, -0.010548303317931561, 0.009475687677647443, -0.007826339650023544, 0.0063893774507548075, -0.006203029968827269, -0.00355554695310165, 0.0033879061242883483, -0.002297718854249205, -0.0008225436656863132 ], "Absolute Coefficient": [ 0.10962926923165928, 0.08434087065613807, 0.08168268793923843, 0.07457450065826304, 0.0711268835611934, 0.06553798114920367, 0.05822473313110749, 0.05539122163821995, 0.05507248473128902, 0.05469196879095544, 0.05045587568856438, 0.0503198474402826, 0.05002877497314327, 0.04998145533809902, 0.0484247789352, 0.04815554287642044, 0.04678744419692293, 0.04524410332103493, 0.04383773976718882, 0.04347457462218823, 0.04298621831986992, 0.041574245397061345, 0.03922806565782602, 0.034429428700199466, 0.03409033765143491, 0.03349355092924883, 0.03345745183765537, 0.0322732586211844, 0.030263381246392326, 0.027302576723857087, 0.02557207387681479, 0.02474679649381298, 0.024520881158833902, 0.023109146800825976, 0.02305342179140709, 0.021691273114943857, 0.02149650832646798, 0.02136266793701588, 0.021347781355568748, 0.015236829084653042, 0.014201887830012378, 0.010732425629717742, 0.010548303317931561, 0.009475687677647443, 0.007826339650023544, 0.0063893774507548075, 0.006203029968827269, 0.00355554695310165, 0.0033879061242883483, 0.002297718854249205, 0.0008225436656863132 ] }, "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 } } }