GenoTEX
/
output
/regress
/Osteoarthritis
/significant_genes_condition_Polycystic_Ovary_Syndrome.json
{ | |
"significant_genes": { | |
"Variable": [ | |
"MAP7D2", | |
"UNC5C", | |
"ADGRB3", | |
"PER3", | |
"BMAL1", | |
"HEXD", | |
"SLC9A9", | |
"DBP", | |
"IL11RA", | |
"SUMO2", | |
"TNFRSF21", | |
"DHRS1", | |
"RMC1", | |
"FOXRED2", | |
"MAN1C1", | |
"WNT5B", | |
"BAALC", | |
"KCNE4", | |
"HLF" | |
], | |
"Coefficient": [ | |
0.08068491167480478, | |
0.05620927388351953, | |
0.04455517923826552, | |
0.040058747588821234, | |
-0.022405032949390714, | |
-0.020914881151611723, | |
0.017893762352424392, | |
0.01754698124821793, | |
0.015801183520860473, | |
0.015377375842145971, | |
0.013987381251727944, | |
0.01255561584642102, | |
-0.0071137248051247465, | |
0.006902565581680772, | |
0.006217647925098474, | |
0.005221748828756303, | |
-0.003095973386977125, | |
0.0024848401072496765, | |
0.0016932700885148113 | |
], | |
"Absolute Coefficient": [ | |
0.08068491167480478, | |
0.05620927388351953, | |
0.04455517923826552, | |
0.040058747588821234, | |
0.022405032949390714, | |
0.020914881151611723, | |
0.017893762352424392, | |
0.01754698124821793, | |
0.015801183520860473, | |
0.015377375842145971, | |
0.013987381251727944, | |
0.01255561584642102, | |
0.0071137248051247465, | |
0.006902565581680772, | |
0.006217647925098474, | |
0.005221748828756303, | |
0.003095973386977125, | |
0.0024848401072496765, | |
0.0016932700885148113 | |
] | |
}, | |
"cv_performance": { | |
"prediction": { | |
"accuracy": 91.53846153846155, | |
"precision": 92.59307359307358, | |
"recall": 96.03174603174604, | |
"f1": 94.06039488966319 | |
}, | |
"selection": { | |
"precision": 1.1111111111111112, | |
"recall": 0.0966183574879227, | |
"f1": 0.17777777777777776, | |
"jaccard": 0.08928571428571427 | |
} | |
} | |
} |