{ "significant_genes": { "Variable": [ "BICD1", "CEP20", "CFAP418", "SPATA8", "CCDC144A", "C2CD2L", "SNX10", "CASTOR3P", "KMT2C", "MED12", "CHRM1", "VXN", "CAND2", "LY6G5C", "ISM2", "CYTL1", "PARN", "HIC2", "CST8", "DECR1", "KEAP1", "CYP2D6", "IQCH", "CRYBB3", "CHRFAM7A", "LPAL2", "RPL41", "NRDC", "CCL24", "THPO", "MRPL43", "ADRA1A", "BIN3", "KRTAP19-2", "NTPCR", "PRDM9", "PRICKLE2", "MOB3C", "CYGB", "SLC41A2", "C1QTNF2", "RSBN1L", "ITGA2", "FAM95B1", "PKD1L3", "ELMOD2", "PPEF2", "PITRM1", "SLC35F3", "TLX2", "MRPL18", "NPEPPS", "SNORD42B", "PSG8", "MIR138-1", "PAGE4", "HSP90AB4P", "MYL6", "EXOC2", "MIR153-1", "CEP164", "PTER", "LCA5L", "CCDC144BP", "CCDC144CP" ], "Coefficient": [ 0.12727850944285238, 0.0834474717042132, 0.07060923444650574, -0.06530368436016151, -0.06143983240021586, 0.04847446708075349, 0.03792149846960092, 0.036466532729792445, -0.033147785557263214, -0.030570054461919738, -0.02935235263552789, 0.02710630702106476, 0.026887406816503312, 0.022203581741624845, -0.020730800384865182, -0.019846566175952984, -0.017086026690500626, -0.017061213684856375, -0.015515116797916569, 0.01536506225216825, 0.015255652589903456, 0.014407251324509651, 0.014168636996713313, 0.013953094798528534, 0.013643431464783933, 0.012535331918424507, -0.012210393420373928, -0.012205298443484568, 0.011834955919631148, 0.00976744655192811, 0.008686277670075087, -0.007880985507899708, -0.007142898620585789, -0.007082885560284033, 0.006940914271527705, -0.006580141171263636, 0.004973133051967083, 0.004616421791758028, -0.004445520671351876, 0.003764058296170631, 0.0036558564838989525, -0.00313586963605434, -0.003096867972435212, -0.003053671041137341, 0.0030022105405761094, 0.002995120651419181, -0.0026250994700179097, 0.0023458635102298273, -0.002270209464828125, 0.0022079745297591846, 0.0020791663189369093, -0.001514094759524571, -0.0013959185979392703, -0.0012997503901803539, -0.0010900250514755466, -0.0008163276493876086, -0.000801933863255676, 0.0007830515846667873, 0.0006012180699311473, -0.0005797906927560377, 0.0004649360564220733, 0.00039318787467102054, -4.7042135954747604e-05, -5.708501853037131e-15, -1.1039149392579677e-18 ], "Absolute Coefficient": [ 0.12727850944285238, 0.0834474717042132, 0.07060923444650574, 0.06530368436016151, 0.06143983240021586, 0.04847446708075349, 0.03792149846960092, 0.036466532729792445, 0.033147785557263214, 0.030570054461919738, 0.02935235263552789, 0.02710630702106476, 0.026887406816503312, 0.022203581741624845, 0.020730800384865182, 0.019846566175952984, 0.017086026690500626, 0.017061213684856375, 0.015515116797916569, 0.01536506225216825, 0.015255652589903456, 0.014407251324509651, 0.014168636996713313, 0.013953094798528534, 0.013643431464783933, 0.012535331918424507, 0.012210393420373928, 0.012205298443484568, 0.011834955919631148, 0.00976744655192811, 0.008686277670075087, 0.007880985507899708, 0.007142898620585789, 0.007082885560284033, 0.006940914271527705, 0.006580141171263636, 0.004973133051967083, 0.004616421791758028, 0.004445520671351876, 0.003764058296170631, 0.0036558564838989525, 0.00313586963605434, 0.003096867972435212, 0.003053671041137341, 0.0030022105405761094, 0.002995120651419181, 0.0026250994700179097, 0.0023458635102298273, 0.002270209464828125, 0.0022079745297591846, 0.0020791663189369093, 0.001514094759524571, 0.0013959185979392703, 0.0012997503901803539, 0.0010900250514755466, 0.0008163276493876086, 0.000801933863255676, 0.0007830515846667873, 0.0006012180699311473, 0.0005797906927560377, 0.0004649360564220733, 0.00039318787467102054, 4.7042135954747604e-05, 5.708501853037131e-15, 1.1039149392579677e-18 ] }, "cv_performance": { "prediction": { "accuracy": 75.0, "precision": 80.0, "recall": 75.33333333333333, "f1": 75.33333333333333 }, "selection": { "precision": 0.36363636363636365, "recall": 10.0, "f1": 0.7017543859649122, "jaccard": 0.3571428571428571 } } }