{ | |
"significant_genes": { | |
"Variable": [ | |
"KDM4D", | |
"GRB14", | |
"DNAJC28", | |
"MED18", | |
"USP6NL", | |
"KLHL9", | |
"GASK1B", | |
"SLC12A6", | |
"HSPB2", | |
"SULF1", | |
"CDHR1", | |
"POP1", | |
"COMT", | |
"PAFAH1B2", | |
"PSPH", | |
"XIAP", | |
"ARID5A", | |
"LCMT2", | |
"A4GALT", | |
"ZNF239", | |
"VIPR2", | |
"PKN1", | |
"CRLF3", | |
"HMGB2", | |
"PLK4", | |
"NFX1", | |
"CHRNA4", | |
"BHMT2", | |
"FBXL6", | |
"CTR9", | |
"PPAN", | |
"GAL3ST4", | |
"DGKD", | |
"PSMD5", | |
"NKX2-5", | |
"GRIN2D", | |
"ARL15", | |
"DDX47", | |
"IFI35", | |
"ALG11", | |
"LRRC37BP1", | |
"VAX2", | |
"SLC12A1", | |
"MIR3917", | |
"GSTM5", | |
"ZC3H14", | |
"ZFP2", | |
"SLC26A4", | |
"PURG", | |
"PRKG2", | |
"PEX6", | |
"EEF1AKMT3", | |
"ICAM3", | |
"DDX31", | |
"LIMK2", | |
"LMOD1" | |
], | |
"Coefficient": [ | |
-0.1461402685912908, | |
0.10783969528776916, | |
-0.05164206772213212, | |
-0.04733173025519444, | |
-0.04204732942504587, | |
-0.03947297110683776, | |
-0.038513915482589214, | |
-0.036776763725832246, | |
-0.0353748055657987, | |
-0.03527925926820367, | |
0.03279527230979876, | |
-0.032591457289141215, | |
0.03151642127247281, | |
0.030248476923593292, | |
0.02898234656460376, | |
-0.026961998051899992, | |
0.023842170676287477, | |
-0.023447245162614334, | |
0.023173596223600743, | |
-0.022363347701898288, | |
-0.022303441130801183, | |
0.02205165635424961, | |
-0.019893386850400742, | |
0.019061334138504592, | |
-0.018241258122698126, | |
-0.017275386551572958, | |
-0.0158013907600338, | |
0.013825155735614013, | |
0.013803875274619548, | |
-0.012549026854493618, | |
-0.011628525540847041, | |
-0.010140525425842201, | |
0.009833311443944776, | |
-0.009784222161908, | |
-0.009047551263327862, | |
-0.008302509208993497, | |
-0.007766173333404287, | |
-0.0070755207133192015, | |
0.006767322049831046, | |
-0.006299137929489297, | |
-0.005582437270824732, | |
-0.005009906203077702, | |
-0.004563717842417987, | |
-0.004489564204004782, | |
0.004059237105164218, | |
-0.0035771676725196056, | |
-0.0031466218552945, | |
-0.0026118786710217046, | |
-0.0015956940489130521, | |
-0.0013086436064989571, | |
0.0012227645530404243, | |
0.000586496342971695, | |
0.0003194089191818569, | |
6.030392224258849e-05, | |
7.5332405005532464e-06, | |
2.0822680494670235e-06 | |
], | |
"Absolute Coefficient": [ | |
0.1461402685912908, | |
0.10783969528776916, | |
0.05164206772213212, | |
0.04733173025519444, | |
0.04204732942504587, | |
0.03947297110683776, | |
0.038513915482589214, | |
0.036776763725832246, | |
0.0353748055657987, | |
0.03527925926820367, | |
0.03279527230979876, | |
0.032591457289141215, | |
0.03151642127247281, | |
0.030248476923593292, | |
0.02898234656460376, | |
0.026961998051899992, | |
0.023842170676287477, | |
0.023447245162614334, | |
0.023173596223600743, | |
0.022363347701898288, | |
0.022303441130801183, | |
0.02205165635424961, | |
0.019893386850400742, | |
0.019061334138504592, | |
0.018241258122698126, | |
0.017275386551572958, | |
0.0158013907600338, | |
0.013825155735614013, | |
0.013803875274619548, | |
0.012549026854493618, | |
0.011628525540847041, | |
0.010140525425842201, | |
0.009833311443944776, | |
0.009784222161908, | |
0.009047551263327862, | |
0.008302509208993497, | |
0.007766173333404287, | |
0.0070755207133192015, | |
0.006767322049831046, | |
0.006299137929489297, | |
0.005582437270824732, | |
0.005009906203077702, | |
0.004563717842417987, | |
0.004489564204004782, | |
0.004059237105164218, | |
0.0035771676725196056, | |
0.0031466218552945, | |
0.0026118786710217046, | |
0.0015956940489130521, | |
0.0013086436064989571, | |
0.0012227645530404243, | |
0.000586496342971695, | |
0.0003194089191818569, | |
6.030392224258849e-05, | |
7.5332405005532464e-06, | |
2.0822680494670235e-06 | |
] | |
}, | |
"cv_performance": { | |
"prediction": { | |
"accuracy": 68.57142857142858, | |
"precision": 68.33333333333333, | |
"recall": 71.66666666666666, | |
"f1": 68.14285714285714 | |
}, | |
"selection": { | |
"precision": 4.195695669572176, | |
"recall": 0.43478260869565216, | |
"f1": 0.787731112045025, | |
"jaccard": 0.39557618160200125 | |
} | |
} | |
} |