{ | |
"significant_genes": { | |
"Variable": [ | |
"BMP10", | |
"CLEC4M", | |
"DIPK2B", | |
"GABRD", | |
"PLVAP", | |
"NCAPG", | |
"SLC26A6", | |
"COL15A1", | |
"CALN1", | |
"PVALB" | |
], | |
"Coefficient": [ | |
-0.03737730922144526, | |
-0.033847515222420216, | |
0.03043150018050212, | |
0.025717544065588138, | |
0.014473070566808136, | |
0.010502456365395561, | |
0.01001051343088116, | |
0.00926802355703192, | |
-0.004026633438584295, | |
-4.179534898042701e-05 | |
], | |
"Absolute Coefficient": [ | |
0.03737730922144526, | |
0.033847515222420216, | |
0.03043150018050212, | |
0.025717544065588138, | |
0.014473070566808136, | |
0.010502456365395561, | |
0.01001051343088116, | |
0.00926802355703192, | |
0.004026633438584295, | |
4.179534898042701e-05 | |
] | |
}, | |
"cv_performance": { | |
"prediction": { | |
"accuracy": 98.33333333333333, | |
"precision": 99.46306306306306, | |
"recall": 98.7010840108401, | |
"f1": 99.0763135282151 | |
}, | |
"selection": { | |
"precision": 9.397047397047398, | |
"recall": 0.3472222222222222, | |
"f1": 0.6693572164761964, | |
"jaccard": 0.3358024894937647 | |
} | |
} | |
} |