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{
"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
}
}
} |