{ | |
"significant_genes": { | |
"Variable": [ | |
"KDM4D", | |
"MED18", | |
"GRB14", | |
"ARID5A", | |
"NFX1", | |
"SP3P", | |
"POP1", | |
"DNAJC28", | |
"GASK1B", | |
"HSPB2", | |
"PSPH", | |
"LRRC37BP1", | |
"USP6NL", | |
"GGT5", | |
"GYG2", | |
"PLK4", | |
"COMT", | |
"FZD9", | |
"XIAP", | |
"IFI35", | |
"PKN1", | |
"SLC12A1", | |
"LIMK2", | |
"CHRNA4", | |
"DGKD", | |
"SULF1", | |
"SNX15", | |
"KRT16", | |
"ALG11", | |
"FARS2", | |
"GPNMB", | |
"VIPR2", | |
"FAM110D", | |
"TEFM", | |
"SLC12A6", | |
"SIGIRR", | |
"EEF1AKMT3", | |
"ZNF239", | |
"RBM3", | |
"FBXL6", | |
"LCMT2", | |
"CTR9", | |
"ICAM3", | |
"PSMD5", | |
"KLHL9", | |
"HMGB2", | |
"A4GALT", | |
"CDHR1", | |
"OGG1" | |
], | |
"Coefficient": [ | |
-0.14564996609231037, | |
-0.07578880367656986, | |
0.07007867257096662, | |
0.06665128237897462, | |
-0.05205425895318343, | |
0.050761975263940086, | |
-0.04737467566126771, | |
-0.04723595254298729, | |
-0.04598634665757777, | |
-0.040213098262729216, | |
0.03931631142325328, | |
-0.038888182887850405, | |
-0.03406903204354161, | |
0.029080091879676827, | |
0.025600056764812144, | |
-0.021482987856335126, | |
0.019639002886810607, | |
0.018928762101465005, | |
-0.0177260033676134, | |
0.01634906832392685, | |
0.016129186580918674, | |
-0.015792489128987005, | |
0.014987296459516398, | |
-0.01442661130772668, | |
0.013613473553185847, | |
-0.01344113513499832, | |
-0.01311677520478544, | |
-0.013114924745571781, | |
-0.011374809915812724, | |
-0.009283263082699722, | |
0.008596306146759623, | |
-0.008493494625815225, | |
-0.008159193694746845, | |
-0.006964834265909426, | |
-0.0064207167370367415, | |
0.006176698737874868, | |
0.005914061927948093, | |
-0.005836463624563202, | |
-0.004602015145069923, | |
0.004451037623186742, | |
-0.003908841448769214, | |
-0.003005155021990453, | |
0.002969049915254043, | |
-0.0016594467561032392, | |
-0.0014932627852652465, | |
0.0013758255179337515, | |
0.0010580122695468032, | |
0.0004442026950571087, | |
-3.599820273104443e-05 | |
], | |
"Absolute Coefficient": [ | |
0.14564996609231037, | |
0.07578880367656986, | |
0.07007867257096662, | |
0.06665128237897462, | |
0.05205425895318343, | |
0.050761975263940086, | |
0.04737467566126771, | |
0.04723595254298729, | |
0.04598634665757777, | |
0.040213098262729216, | |
0.03931631142325328, | |
0.038888182887850405, | |
0.03406903204354161, | |
0.029080091879676827, | |
0.025600056764812144, | |
0.021482987856335126, | |
0.019639002886810607, | |
0.018928762101465005, | |
0.0177260033676134, | |
0.01634906832392685, | |
0.016129186580918674, | |
0.015792489128987005, | |
0.014987296459516398, | |
0.01442661130772668, | |
0.013613473553185847, | |
0.01344113513499832, | |
0.01311677520478544, | |
0.013114924745571781, | |
0.011374809915812724, | |
0.009283263082699722, | |
0.008596306146759623, | |
0.008493494625815225, | |
0.008159193694746845, | |
0.006964834265909426, | |
0.0064207167370367415, | |
0.006176698737874868, | |
0.005914061927948093, | |
0.005836463624563202, | |
0.004602015145069923, | |
0.004451037623186742, | |
0.003908841448769214, | |
0.003005155021990453, | |
0.002969049915254043, | |
0.0016594467561032392, | |
0.0014932627852652465, | |
0.0013758255179337515, | |
0.0010580122695468032, | |
0.0004442026950571087, | |
3.599820273104443e-05 | |
] | |
}, | |
"cv_performance": { | |
"prediction": { | |
"accuracy": 77.14285714285714, | |
"precision": 80.0, | |
"recall": 75.0, | |
"f1": 75.80952380952381 | |
}, | |
"selection": { | |
"precision": 4.409854851031321, | |
"recall": 0.43478260869565216, | |
"f1": 0.7911751507511924, | |
"jaccard": 0.3973174838113518 | |
} | |
} | |
} |