{ | |
"significant_genes": { | |
"Variable": [ | |
"CLEC4M", | |
"BMP10", | |
"PVALB", | |
"CDH13", | |
"MND1", | |
"GABRD", | |
"PLVAP", | |
"DIPK2B", | |
"CCL23", | |
"EPCIP", | |
"TEX26" | |
], | |
"Coefficient": [ | |
-0.05212894553843185, | |
-0.05012161590367485, | |
-0.017647265519253053, | |
0.016840945642575596, | |
0.013610308407955457, | |
0.0123460286952876, | |
0.012256898524152356, | |
0.0098907399601489, | |
-0.006536753154064802, | |
-0.004279243452345594, | |
-0.0038647399802043195 | |
], | |
"Absolute Coefficient": [ | |
0.05212894553843185, | |
0.05012161590367485, | |
0.017647265519253053, | |
0.016840945642575596, | |
0.013610308407955457, | |
0.0123460286952876, | |
0.012256898524152356, | |
0.0098907399601489, | |
0.006536753154064802, | |
0.004279243452345594, | |
0.0038647399802043195 | |
] | |
}, | |
"cv_performance": { | |
"prediction": { | |
"accuracy": 98.57142857142858, | |
"precision": 99.72972972972973, | |
"recall": 98.70859151834762, | |
"f1": 99.21254587921254 | |
}, | |
"selection": { | |
"precision": 6.398268398268399, | |
"recall": 0.2777777777777778, | |
"f1": 0.5320220608740535, | |
"jaccard": 0.2668985362066295 | |
} | |
} | |
} |