{ | |
"significant_genes": { | |
"Variable": [ | |
"EGR1", | |
"SLC25A19", | |
"TRMO", | |
"SLC16A11", | |
"TRPC7", | |
"RNF14", | |
"CD2", | |
"ELN", | |
"FOS", | |
"ERAP2", | |
"JADE1", | |
"GIMAP6", | |
"MIOX", | |
"TGFBI" | |
], | |
"Coefficient": [ | |
-0.07010427197854649, | |
0.052513244324365826, | |
0.051865222319506125, | |
-0.037488563844701096, | |
-0.036930466256632405, | |
-0.030750903813920056, | |
0.01582427368245156, | |
-0.014111967768956958, | |
-0.012838500050507455, | |
0.01148216146573929, | |
0.01071679556243915, | |
-0.01010496738308615, | |
0.0037803082908549326, | |
-0.000220343444999734 | |
], | |
"Absolute Coefficient": [ | |
0.07010427197854649, | |
0.052513244324365826, | |
0.051865222319506125, | |
0.037488563844701096, | |
0.036930466256632405, | |
0.030750903813920056, | |
0.01582427368245156, | |
0.014111967768956958, | |
0.012838500050507455, | |
0.01148216146573929, | |
0.01071679556243915, | |
0.01010496738308615, | |
0.0037803082908549326, | |
0.000220343444999734 | |
] | |
}, | |
"cv_performance": { | |
"prediction": { | |
"accuracy": 65.0, | |
"precision": 67.71428571428571, | |
"recall": 65.33333333333333, | |
"f1": 65.45454545454547 | |
}, | |
"selection": { | |
"precision": 2.3333333333333335, | |
"recall": 0.6060606060606061, | |
"f1": 0.9589434395635946, | |
"jaccard": 0.4852941176470589 | |
} | |
} | |
} |