{ | |
"significant_genes": { | |
"Variable": [ | |
"VNN3", | |
"SLC13A2", | |
"RAMP1", | |
"NOL12", | |
"DCTN1", | |
"TNP2", | |
"SPATA24", | |
"BST2", | |
"SRMP1", | |
"PRKACB", | |
"GPATCH1", | |
"ELL2P3", | |
"CXCL1", | |
"CCDC42B", | |
"DYNLRB2", | |
"SCN4A", | |
"NAT8", | |
"OIP5", | |
"NT5C1A" | |
], | |
"Coefficient": [ | |
-0.08583752349831422, | |
-0.05116524937406154, | |
-0.04910184829936983, | |
-0.04812463946296767, | |
-0.04729847707222518, | |
0.04219325226408864, | |
-0.042088204046427984, | |
0.04100821990945914, | |
0.028150583916070143, | |
-0.02022100498126739, | |
0.01910425229388382, | |
-0.017182797016117583, | |
-0.010117734311769768, | |
-0.008738948956080241, | |
-0.006911988328881376, | |
0.003923412102674535, | |
-0.002058565734476293, | |
-0.0019939543555494337, | |
-0.00106820472445133 | |
], | |
"Absolute Coefficient": [ | |
0.08583752349831422, | |
0.05116524937406154, | |
0.04910184829936983, | |
0.04812463946296767, | |
0.04729847707222518, | |
0.04219325226408864, | |
0.042088204046427984, | |
0.04100821990945914, | |
0.028150583916070143, | |
0.02022100498126739, | |
0.01910425229388382, | |
0.017182797016117583, | |
0.010117734311769768, | |
0.008738948956080241, | |
0.006911988328881376, | |
0.003923412102674535, | |
0.002058565734476293, | |
0.0019939543555494337, | |
0.00106820472445133 | |
] | |
}, | |
"cv_performance": { | |
"prediction": { | |
"accuracy": 52.0, | |
"precision": 60.0, | |
"recall": 51.666666666666664, | |
"f1": 48.76190476190476 | |
}, | |
"selection": { | |
"precision": 0.9523809523809523, | |
"recall": 0.04889975550122249, | |
"f1": 0.09302325581395349, | |
"jaccard": 0.04662004662004662 | |
} | |
} | |
} |