{ "significant_genes": { "Variable": [ "KDM4D", "MED18", "DNAJC28", "ARID5A", "BHMT2", "PLK4", "GASK1B", "POP1", "GRB14", "ALG11", "SULF1", "COMT", "USP6NL", "CDHR1", "HSPB2", "CRLF3", "GSTM5", "VIPR2", "FBXO9", "NFX1", "PAFAH1B2", "PSPH", "SLC2A1", "SGF29", "ZNF239", "CTR9", "DGKD", "LCMT2", "HSF1", "IFI35", "ATP5MC2P1", "SP3P", "NUP107", "FARS2", "XIAP", "CES1", "SIGIRR", "CLDN5", "PKN1", "MIR3917", "KLHL9", "MC4R", "TLL2", "SLC26A4", "ARL15", "LRRC37BP1", "LMOD1", "GYG2", "ZFP2" ], "Coefficient": [ -0.15668180433443327, -0.07792790154894919, -0.06717230824200911, 0.06007504323030711, 0.05581192212003923, -0.05416001385135213, -0.05248966798084882, -0.05189959160938045, 0.04926810033202721, -0.0403317583106335, -0.03908643180607168, 0.035203492588135876, -0.03307915933525829, 0.03036349147879955, -0.02876024252529037, -0.022663881786008578, 0.022251053270466878, -0.021197354811276832, -0.020735253935403028, -0.019145565110389364, 0.018195786530419755, 0.017017567127385724, 0.01661075627336178, 0.015518476305779995, -0.012973805830556497, -0.012483474449257813, 0.012350901608018248, -0.012327889554053947, 0.011014431646181934, 0.01098170714397195, 0.01086754657622695, 0.006909961235121072, -0.006722842303623334, -0.006475396036592823, -0.005461190006763969, 0.004955173680990245, 0.003771474077927325, 0.0035696050127243385, 0.0021277113335011737, -0.0020849736675004186, -0.001879634254140968, -0.0018065421743609304, -0.001489011774748418, -0.0009918822471664576, -0.0005780099865117916, -0.0004483067552398052, 0.0003697585437580104, 0.00022269879593168345, -0.00022133110280017602 ], "Absolute Coefficient": [ 0.15668180433443327, 0.07792790154894919, 0.06717230824200911, 0.06007504323030711, 0.05581192212003923, 0.05416001385135213, 0.05248966798084882, 0.05189959160938045, 0.04926810033202721, 0.0403317583106335, 0.03908643180607168, 0.035203492588135876, 0.03307915933525829, 0.03036349147879955, 0.02876024252529037, 0.022663881786008578, 0.022251053270466878, 0.021197354811276832, 0.020735253935403028, 0.019145565110389364, 0.018195786530419755, 0.017017567127385724, 0.01661075627336178, 0.015518476305779995, 0.012973805830556497, 0.012483474449257813, 0.012350901608018248, 0.012327889554053947, 0.011014431646181934, 0.01098170714397195, 0.01086754657622695, 0.006909961235121072, 0.006722842303623334, 0.006475396036592823, 0.005461190006763969, 0.004955173680990245, 0.003771474077927325, 0.0035696050127243385, 0.0021277113335011737, 0.0020849736675004186, 0.001879634254140968, 0.0018065421743609304, 0.001489011774748418, 0.0009918822471664576, 0.0005780099865117916, 0.0004483067552398052, 0.0003697585437580104, 0.00022269879593168345, 0.00022133110280017602 ] }, "cv_performance": { "prediction": { "accuracy": 74.28571428571429, "precision": 80.0, "recall": 65.0, "f1": 70.47619047619047 }, "selection": { "precision": 3.531081081081081, "recall": 0.34782608695652173, "f1": 0.6324803848566154, "jaccard": 0.3179631572624718 } } }