{ | |
"significant_genes": { | |
"Variable": [ | |
"CLEC4M", | |
"CDH13", | |
"CCL23", | |
"PLVAP", | |
"DIPK2B", | |
"PVALB", | |
"UBE2T", | |
"COL15A1", | |
"AMIGO3", | |
"GABRD", | |
"SLC26A6" | |
], | |
"Coefficient": [ | |
-0.042504782699005386, | |
0.0333612984583143, | |
-0.021218327437778014, | |
0.015585746232012528, | |
0.01057790859862204, | |
-0.009987475397824255, | |
0.009952879954717947, | |
0.009910048018739336, | |
0.0032083608411979866, | |
0.0018796618008859543, | |
0.0010358016993328005 | |
], | |
"Absolute Coefficient": [ | |
0.042504782699005386, | |
0.0333612984583143, | |
0.021218327437778014, | |
0.015585746232012528, | |
0.01057790859862204, | |
0.009987475397824255, | |
0.009952879954717947, | |
0.009910048018739336, | |
0.0032083608411979866, | |
0.0018796618008859543, | |
0.0010358016993328005 | |
] | |
}, | |
"cv_performance": { | |
"prediction": { | |
"accuracy": 98.0952380952381, | |
"precision": 99.16085326790704, | |
"recall": 98.65759009828903, | |
"f1": 98.90402442235037 | |
}, | |
"selection": { | |
"precision": 5.246753246753246, | |
"recall": 0.20833333333333331, | |
"f1": 0.4004577832593378, | |
"jaccard": 0.20089934402405135 | |
} | |
} | |
} |