{ "significant_genes": { "Variable": [ "KDM4D", "GRB14", "ARID5A", "DNAJC28", "HSPB2", "MED18", "SULF1", "GASK1B", "PLK4", "COMT", "BHMT2", "CRLF3", "POP1", "PSPH", "USP6NL", "ZNF239", "NFX1", "SP3P", "LRRC37BP1", "VIPR2", "CDHR1", "SLC2A1", "LCMT2", "FBXO9", "PKN1", "IFI35", "FARS2", "BMP4", "CES1", "CTR9", "FAM110D", "GYG2", "KLHL9", "GSTM5", "A4GALT", "ALG11", "GGT5", "SLC12A6", "PAFAH1B2", "HSF1", "PPAN", "MIR3917", "SGF29", "ATP5MC2P1", "LMOD1", "DGKD", "SLC26A4", "HMGB2", "MC4R", "SIGIRR", "VAX2", "XIAP", "RBM3", "TEFM", "PSMD5" ], "Coefficient": [ -0.1671447383327511, 0.07888757392374107, 0.06621078958153882, -0.06238865394866467, -0.05829943776084982, -0.05520730908973829, -0.048871061405190395, -0.04865601376044008, -0.04099408839164684, 0.036132833098444464, 0.033299042562827216, -0.03178185957445625, -0.028202002356666717, 0.023987533609033433, -0.022247787573082618, -0.021685108916275255, -0.021428573857725546, 0.020565469648997768, -0.019565431967196005, -0.017388495708102122, 0.01710894103173519, 0.015626399744043278, -0.015616496056663633, -0.01514525476274788, 0.014830155542148714, 0.014150050763799604, -0.01399272948677521, 0.012658287369593117, 0.01153860669954056, -0.010700110451188983, -0.010447274120639881, 0.009707193517020056, -0.009129772797295151, 0.009053635460086931, 0.008989320336788877, -0.008070103628390616, 0.007376983558330438, -0.006906289869852019, 0.006563870666297792, 0.005220261332771623, -0.0048548188743469806, -0.0047294541732999995, 0.004713187715664021, 0.004334947303400972, 0.0038820539452213247, 0.002621544421751058, -0.0013006405483980427, 0.0012328885703349513, -0.0009224029432316598, 0.000907539437043736, -0.0008643869210960163, -0.0002709068518668783, -7.71455931656086e-05, -1.1553541392049705e-05, -6.059968917077647e-06 ], "Absolute Coefficient": [ 0.1671447383327511, 0.07888757392374107, 0.06621078958153882, 0.06238865394866467, 0.05829943776084982, 0.05520730908973829, 0.048871061405190395, 0.04865601376044008, 0.04099408839164684, 0.036132833098444464, 0.033299042562827216, 0.03178185957445625, 0.028202002356666717, 0.023987533609033433, 0.022247787573082618, 0.021685108916275255, 0.021428573857725546, 0.020565469648997768, 0.019565431967196005, 0.017388495708102122, 0.01710894103173519, 0.015626399744043278, 0.015616496056663633, 0.01514525476274788, 0.014830155542148714, 0.014150050763799604, 0.01399272948677521, 0.012658287369593117, 0.01153860669954056, 0.010700110451188983, 0.010447274120639881, 0.009707193517020056, 0.009129772797295151, 0.009053635460086931, 0.008989320336788877, 0.008070103628390616, 0.007376983558330438, 0.006906289869852019, 0.006563870666297792, 0.005220261332771623, 0.0048548188743469806, 0.0047294541732999995, 0.004713187715664021, 0.004334947303400972, 0.0038820539452213247, 0.002621544421751058, 0.0013006405483980427, 0.0012328885703349513, 0.0009224029432316598, 0.000907539437043736, 0.0008643869210960163, 0.0002709068518668783, 7.71455931656086e-05, 1.1553541392049705e-05, 6.059968917077647e-06 ] }, "cv_performance": { "prediction": { "accuracy": 71.42857142857143, "precision": 73.33333333333333, "recall": 65.0, "f1": 67.80952380952381 }, "selection": { "precision": 3.8581242773789355, "recall": 0.391304347826087, "f1": 0.7103858210932888, "jaccard": 0.3566751289552726 } } }