{ | |
"significant_genes": { | |
"Variable": [ | |
"CLEC4M", | |
"BMP10", | |
"CDH13", | |
"PLVAP", | |
"GABRD", | |
"MND1", | |
"PVALB", | |
"CCL23", | |
"EPCIP", | |
"DIPK2B" | |
], | |
"Coefficient": [ | |
-0.05538099032028907, | |
-0.048359377491566956, | |
0.01857500514880166, | |
0.017349639066926905, | |
0.015470230079749603, | |
0.013919291292826921, | |
-0.012328593406403247, | |
-0.007841175251387984, | |
-0.006534132794152057, | |
0.0024545173855423648 | |
], | |
"Absolute Coefficient": [ | |
0.05538099032028907, | |
0.048359377491566956, | |
0.01857500514880166, | |
0.017349639066926905, | |
0.015470230079749603, | |
0.013919291292826921, | |
0.012328593406403247, | |
0.007841175251387984, | |
0.006534132794152057, | |
0.0024545173855423648 | |
] | |
}, | |
"cv_performance": { | |
"prediction": { | |
"accuracy": 98.33333333333333, | |
"precision": 99.72972972972973, | |
"recall": 98.41008405566106, | |
"f1": 99.06216993936292 | |
}, | |
"selection": { | |
"precision": 6.246753246753246, | |
"recall": 0.2777777777777778, | |
"f1": 0.5315761299933399, | |
"jaccard": 0.2666740743539214 | |
} | |
} | |
} |