{ | |
"significant_genes": { | |
"Variable": [ | |
"TMEM128", | |
"ACOT2", | |
"OPTN", | |
"QRSL1", | |
"OR56B1", | |
"HLA-DRB6", | |
"CRYBB2", | |
"PHC2", | |
"SNHG12", | |
"DNAJC3", | |
"RGL4", | |
"KLK1", | |
"ZC2HC1A", | |
"RBM7", | |
"BAG3", | |
"ENOSF1", | |
"MME", | |
"ODAD3", | |
"MEG8", | |
"DIPK1B", | |
"NBPF11", | |
"ZNF679", | |
"PTPN23", | |
"ATP5MK", | |
"ADAMDEC1", | |
"LIG4", | |
"GRB14", | |
"CNTNAP2", | |
"IGF2BP3", | |
"CHI3L2", | |
"GSTT1", | |
"RNF144B", | |
"PYROXD1", | |
"CABYR", | |
"KLHL26", | |
"CARMIL1", | |
"CPEB4", | |
"DSP", | |
"NQO2", | |
"SNORD16", | |
"MIX23", | |
"SLC38A11", | |
"PPP1R3E", | |
"RPPH1", | |
"EEF1A2", | |
"METTL2A", | |
"ZNF844", | |
"FBXW9", | |
"REEP4", | |
"TSPYL5", | |
"FBXO15" | |
], | |
"Coefficient": [ | |
0.10962926923165928, | |
-0.08434087065613807, | |
-0.08168268793923843, | |
-0.07457450065826304, | |
0.0711268835611934, | |
-0.06553798114920367, | |
0.05822473313110749, | |
-0.05539122163821995, | |
0.05507248473128902, | |
-0.05469196879095544, | |
0.05045587568856438, | |
0.0503198474402826, | |
-0.05002877497314327, | |
-0.04998145533809902, | |
-0.0484247789352, | |
0.04815554287642044, | |
-0.04678744419692293, | |
-0.04524410332103493, | |
0.04383773976718882, | |
0.04347457462218823, | |
0.04298621831986992, | |
-0.041574245397061345, | |
0.03922806565782602, | |
-0.034429428700199466, | |
-0.03409033765143491, | |
0.03349355092924883, | |
0.03345745183765537, | |
0.0322732586211844, | |
-0.030263381246392326, | |
0.027302576723857087, | |
-0.02557207387681479, | |
0.02474679649381298, | |
-0.024520881158833902, | |
-0.023109146800825976, | |
0.02305342179140709, | |
0.021691273114943857, | |
0.02149650832646798, | |
-0.02136266793701588, | |
0.021347781355568748, | |
0.015236829084653042, | |
-0.014201887830012378, | |
0.010732425629717742, | |
-0.010548303317931561, | |
0.009475687677647443, | |
-0.007826339650023544, | |
0.0063893774507548075, | |
-0.006203029968827269, | |
-0.00355554695310165, | |
0.0033879061242883483, | |
-0.002297718854249205, | |
-0.0008225436656863132 | |
], | |
"Absolute Coefficient": [ | |
0.10962926923165928, | |
0.08434087065613807, | |
0.08168268793923843, | |
0.07457450065826304, | |
0.0711268835611934, | |
0.06553798114920367, | |
0.05822473313110749, | |
0.05539122163821995, | |
0.05507248473128902, | |
0.05469196879095544, | |
0.05045587568856438, | |
0.0503198474402826, | |
0.05002877497314327, | |
0.04998145533809902, | |
0.0484247789352, | |
0.04815554287642044, | |
0.04678744419692293, | |
0.04524410332103493, | |
0.04383773976718882, | |
0.04347457462218823, | |
0.04298621831986992, | |
0.041574245397061345, | |
0.03922806565782602, | |
0.034429428700199466, | |
0.03409033765143491, | |
0.03349355092924883, | |
0.03345745183765537, | |
0.0322732586211844, | |
0.030263381246392326, | |
0.027302576723857087, | |
0.02557207387681479, | |
0.02474679649381298, | |
0.024520881158833902, | |
0.023109146800825976, | |
0.02305342179140709, | |
0.021691273114943857, | |
0.02149650832646798, | |
0.02136266793701588, | |
0.021347781355568748, | |
0.015236829084653042, | |
0.014201887830012378, | |
0.010732425629717742, | |
0.010548303317931561, | |
0.009475687677647443, | |
0.007826339650023544, | |
0.0063893774507548075, | |
0.006203029968827269, | |
0.00355554695310165, | |
0.0033879061242883483, | |
0.002297718854249205, | |
0.0008225436656863132 | |
] | |
}, | |
"cv_performance": { | |
"prediction": { | |
"accuracy": 86.36363636363635, | |
"precision": 10.0, | |
"recall": 6.666666666666666, | |
"f1": 8.0 | |
}, | |
"selection": { | |
"precision": 0.930232558139535, | |
"recall": 2.0, | |
"f1": 1.2698412698412698, | |
"jaccard": 0.6557377049180328 | |
} | |
} | |
} |