{ | |
"significant_genes": { | |
"Variable": [ | |
"COL15A1", | |
"CXorf36", | |
"CLEC4M", | |
"GABRD", | |
"BMP10", | |
"UBE2T", | |
"CDH13", | |
"VPS45", | |
"AMIGO3", | |
"PLVAP", | |
"LOC146880", | |
"TMEM206" | |
], | |
"Coefficient": [ | |
0.04458800937114461, | |
0.026551168099570987, | |
-0.024402383845071103, | |
0.015954622675443567, | |
-0.010583464534038476, | |
0.0076967501415515635, | |
0.005327939206927575, | |
0.004640104967067089, | |
0.004306733851500962, | |
0.00346486760054751, | |
0.0012759199520149388, | |
0.0005480916427844445 | |
], | |
"Absolute Coefficient": [ | |
0.04458800937114461, | |
0.026551168099570987, | |
0.024402383845071103, | |
0.015954622675443567, | |
0.010583464534038476, | |
0.0076967501415515635, | |
0.005327939206927575, | |
0.004640104967067089, | |
0.004306733851500962, | |
0.00346486760054751, | |
0.0012759199520149388, | |
0.0005480916427844445 | |
] | |
}, | |
"cv_performance": { | |
"prediction": { | |
"accuracy": 98.80952380952381, | |
"precision": 100.0, | |
"recall": 98.62510501606127, | |
"f1": 99.30166680469571 | |
}, | |
"selection": { | |
"precision": 9.984848484848484, | |
"recall": 0.9615384615384615, | |
"f1": 1.751550916271188, | |
"jaccard": 0.8835141210346249 | |
} | |
} | |
} |