{ | |
"significant_genes": { | |
"Variable": [ | |
"RBM3", | |
"PAK2", | |
"ANKRD36", | |
"PNO1", | |
"EYA2", | |
"SLC46A1", | |
"GML", | |
"TRAV21", | |
"KIR3DL3", | |
"ENAM", | |
"LRIG2", | |
"CLDND1", | |
"ZNF212", | |
"RUSC1-AS1", | |
"CSF1R", | |
"NME9", | |
"SH3BGRL2", | |
"ANP32A-IT1", | |
"MICU1", | |
"MGAM", | |
"ZNF703", | |
"TMEM256" | |
], | |
"Coefficient": [ | |
0.0683985492804084, | |
-0.054206551606018664, | |
0.039818922761147395, | |
0.03666367516639985, | |
0.03163592649950802, | |
0.027369336251588137, | |
0.02397096513767917, | |
0.022594725062474747, | |
-0.020157006428195377, | |
0.017794406998024204, | |
0.01624221009922887, | |
0.014457359316171231, | |
0.011434260270377522, | |
0.010294505927031683, | |
-0.008082817353047451, | |
0.007065220698581228, | |
-0.006784471693352479, | |
0.00438568451908402, | |
-0.004155805182394837, | |
-0.0022327752259103046, | |
-0.0018903112235534904, | |
0.0005065672526894342 | |
], | |
"Absolute Coefficient": [ | |
0.0683985492804084, | |
0.054206551606018664, | |
0.039818922761147395, | |
0.03666367516639985, | |
0.03163592649950802, | |
0.027369336251588137, | |
0.02397096513767917, | |
0.022594725062474747, | |
0.020157006428195377, | |
0.017794406998024204, | |
0.01624221009922887, | |
0.014457359316171231, | |
0.011434260270377522, | |
0.010294505927031683, | |
0.008082817353047451, | |
0.007065220698581228, | |
0.006784471693352479, | |
0.00438568451908402, | |
0.004155805182394837, | |
0.0022327752259103046, | |
0.0018903112235534904, | |
0.0005065672526894342 | |
] | |
}, | |
"cv_performance": { | |
"prediction": { | |
"accuracy": 88.23529411764704, | |
"precision": 91.6883116883117, | |
"recall": 85.02164502164501, | |
"f1": 86.82706766917292 | |
}, | |
"selection": { | |
"precision": 0.0, | |
"recall": 0.0, | |
"f1": 0.0, | |
"jaccard": 0.0 | |
} | |
} | |
} |