{ "significant_genes": { "Variable": [ "MAP7D2", "ADGRB3", "PER3", "FTO", "UNC5C", "BMAL1", "KCNE4", "BAALC", "SUMO2", "HEXD", "WNT5B", "ALDH8A1", "DHRS1", "SPOCD1", "ANO10", "GASK1A", "RMC1", "IL11RA", "HLF" ], "Coefficient": [ 0.07198121527853908, 0.04693722053611835, 0.036578434395978555, 0.03039576464771183, 0.02650986056985011, -0.02458030225242189, 0.021310098674037395, -0.01627532786400741, 0.014440572379208174, -0.01410712830743784, 0.013990384830631395, -0.012099255092863291, 0.009930915143096498, -0.007151133699978873, 0.006299059685659073, 0.004103382442483838, -0.002957107726362885, 0.0028145221775691637, 0.0010711951146985164 ], "Absolute Coefficient": [ 0.07198121527853908, 0.04693722053611835, 0.036578434395978555, 0.03039576464771183, 0.02650986056985011, 0.02458030225242189, 0.021310098674037395, 0.01627532786400741, 0.014440572379208174, 0.01410712830743784, 0.013990384830631395, 0.012099255092863291, 0.009930915143096498, 0.007151133699978873, 0.006299059685659073, 0.004103382442483838, 0.002957107726362885, 0.0028145221775691637, 0.0010711951146985164 ] }, "cv_performance": { "prediction": { "accuracy": 92.3076923076923, "precision": 91.35794030530873, "recall": 97.93650793650794, "f1": 94.47003865608517 }, "selection": { "precision": 3.009803921568627, "recall": 0.2898550724637681, "f1": 0.5279430554760951, "jaccard": 0.2651381956150779 } } }