{ | |
"significant_genes": { | |
"Variable": [ | |
"CLEC4M", | |
"BMP10", | |
"CDH13", | |
"GABRD", | |
"PLVAP", | |
"PVALB", | |
"TEX26", | |
"MND1", | |
"CDKN3", | |
"AMIGO3", | |
"DIPK2B", | |
"EPCIP" | |
], | |
"Coefficient": [ | |
-0.06331838646274368, | |
-0.04412577179905432, | |
0.019340514892603092, | |
0.011598265026318536, | |
0.011002682798363058, | |
-0.009506265845515442, | |
-0.007233269894966482, | |
0.004201240198897979, | |
0.0028332947662560335, | |
0.002732840602541832, | |
0.0013941626063517648, | |
-0.0008974278876303162 | |
], | |
"Absolute Coefficient": [ | |
0.06331838646274368, | |
0.04412577179905432, | |
0.019340514892603092, | |
0.011598265026318536, | |
0.011002682798363058, | |
0.009506265845515442, | |
0.007233269894966482, | |
0.004201240198897979, | |
0.0028332947662560335, | |
0.002732840602541832, | |
0.0013941626063517648, | |
0.0008974278876303162 | |
] | |
}, | |
"cv_performance": { | |
"prediction": { | |
"accuracy": 98.0952380952381, | |
"precision": 99.72222222222221, | |
"recall": 98.16775067750677, | |
"f1": 98.9329541710494 | |
}, | |
"selection": { | |
"precision": 8.436008436008436, | |
"recall": 0.2777777777777778, | |
"f1": 0.5369429846816696, | |
"jaccard": 0.2693755390783195 | |
} | |
} | |
} |