{ "significant_genes": { "Variable": [ "GBA1LP", "PRKACG", "ZC3HC1", "SPATA20", "KDM6B", "RASGRF1", "CDSN", "TM4SF5", "ZNF444", "CHRNA3", "LHFPL3", "CMBL", "ANKRD13C-DT", "ZNF646", "PRDM12", "GTSF1", "LINC01547", "LGALS8", "RTBDN", "MAPK7", "ANP32A-IT1", "KRT7", "NYNRIN", "BNIPL", "KRTAP17-1", "WFIKKN1", "SECTM1", "CENPN", "HARBI1", "ROBO1", "ABHD1", "LMCD1", "MT1E", "WFDC5", "ZNF534", "SPDYE3", "SUZ12P1", "ANXA6", "HOOK1", "OR1L8", "TRGV3", "SLC48A1", "CHCHD4", "UCN2", "ST6GALNAC5", "NRBP2", "PLEKHG4B", "LEFTY2", "APBB2", "ELAPOR2", "SERTM1", "OR2D2", "WNT3", "MYL6", "GPR3", "MZT2B", "UFSP1", "MED30", "TLE6", "AGMAT", "TRAF3IP2", "ZXDC", "GALNT14", "LY6G5C" ], "Coefficient": [ 3.6126967965195735, -3.324736507407721, -2.913103695739096, -2.8864021070186974, -2.8336180891598697, 2.731455032546216, 2.6781121627354696, 2.6032757171390015, -2.440449431568398, 2.2694367321837863, -2.136762126171471, -2.1085026763471566, 1.9418108184900869, 1.9197633913179204, 1.843667766382522, -1.831349598195082, -1.8304822064046067, -1.8096142765493037, 1.6593348411772928, 1.5977547442821585, -1.593954328065102, -1.3822400987148444, 1.3783386506556983, 1.333921805282558, -1.2304344020583453, 1.2027503618692166, -1.1724715617724872, 1.158443214618706, 1.012654361600701, -1.0059752586271813, -1.003731241990874, -0.8939709040315643, -0.8851144761610936, -0.8230278114955973, -0.7818732089788478, 0.7482110245555843, 0.6915744071466967, 0.6472893743085213, -0.6459994242377631, -0.6135834424044443, -0.536828739804155, 0.5178112474482981, -0.5042287627014096, -0.3936948332532599, 0.38933617084644934, -0.3771974592590647, -0.3218656455032131, -0.2964455288101582, -0.28205124835473117, 0.26884262861445735, 0.267234918154285, -0.21845883737937222, 0.18019197615094404, 0.1463048355407042, -0.13963570204153955, -0.1050345380805745, -0.09296818766384216, 0.08472053824634816, -0.0832584238576081, 0.08200519068765154, -0.056070436772905505, -0.05558462646287517, -0.04146677590209573, -0.008508393277863716 ], "Absolute Coefficient": [ 3.6126967965195735, 3.324736507407721, 2.913103695739096, 2.8864021070186974, 2.8336180891598697, 2.731455032546216, 2.6781121627354696, 2.6032757171390015, 2.440449431568398, 2.2694367321837863, 2.136762126171471, 2.1085026763471566, 1.9418108184900869, 1.9197633913179204, 1.843667766382522, 1.831349598195082, 1.8304822064046067, 1.8096142765493037, 1.6593348411772928, 1.5977547442821585, 1.593954328065102, 1.3822400987148444, 1.3783386506556983, 1.333921805282558, 1.2304344020583453, 1.2027503618692166, 1.1724715617724872, 1.158443214618706, 1.012654361600701, 1.0059752586271813, 1.003731241990874, 0.8939709040315643, 0.8851144761610936, 0.8230278114955973, 0.7818732089788478, 0.7482110245555843, 0.6915744071466967, 0.6472893743085213, 0.6459994242377631, 0.6135834424044443, 0.536828739804155, 0.5178112474482981, 0.5042287627014096, 0.3936948332532599, 0.38933617084644934, 0.3771974592590647, 0.3218656455032131, 0.2964455288101582, 0.28205124835473117, 0.26884262861445735, 0.267234918154285, 0.21845883737937222, 0.18019197615094404, 0.1463048355407042, 0.13963570204153955, 0.1050345380805745, 0.09296818766384216, 0.08472053824634816, 0.0832584238576081, 0.08200519068765154, 0.056070436772905505, 0.05558462646287517, 0.04146677590209573, 0.008508393277863716 ] }, "cv_performance": { "prediction": { "nmse": 1.0042632960920426, "r_squared": -0.004263296092042346 }, "selection": { "precision": 1.4595228528129343, "recall": 1.5584415584415585, "f1": 1.5007700995353064, "jaccard": 0.7570187395667753 } } }