{ | |
"significant_genes": { | |
"Variable": [ | |
"NOP56", | |
"RANGRF", | |
"PRDX4", | |
"DNAH17", | |
"MTCL2", | |
"MAP2K6", | |
"RFPL2", | |
"MED15", | |
"OXTR", | |
"C19orf12", | |
"TRIL", | |
"SNRPN", | |
"RNASE12", | |
"SNORD12C", | |
"ABCB4", | |
"SLC30A5", | |
"TMEM106C", | |
"KRT38", | |
"HSPBAP1", | |
"CHST13", | |
"LIN37", | |
"LRFN3", | |
"CLEC2D", | |
"S1PR4", | |
"MIR630", | |
"RPF2", | |
"NRN1", | |
"CNPY2", | |
"OR9Q2", | |
"SUPT5H" | |
], | |
"Coefficient": [ | |
-0.04544510592466145, | |
-0.03831620913194877, | |
-0.0358633913999439, | |
0.03254483105343085, | |
0.03148366274647847, | |
-0.02635642878661871, | |
-0.024036905829929477, | |
0.023834749577307957, | |
0.02350491758381993, | |
0.022132403561696254, | |
0.019941871563853047, | |
-0.01763866464886226, | |
-0.016596935693454336, | |
-0.01571176733628795, | |
0.014021337903182362, | |
-0.011332417955382436, | |
-0.009708773842056964, | |
0.007298484858158804, | |
0.0072748914785321335, | |
-0.006777151756348051, | |
0.0065900288126123675, | |
0.005988949347345659, | |
-0.005810829081508623, | |
0.004608252876764543, | |
-0.0029581774238429783, | |
-0.002943797853278402, | |
0.0019654404092923354, | |
-0.0019004162670162787, | |
-0.0014286076872988874, | |
8.442464064014279e-06 | |
], | |
"Absolute Coefficient": [ | |
0.04544510592466145, | |
0.03831620913194877, | |
0.0358633913999439, | |
0.03254483105343085, | |
0.03148366274647847, | |
0.02635642878661871, | |
0.024036905829929477, | |
0.023834749577307957, | |
0.02350491758381993, | |
0.022132403561696254, | |
0.019941871563853047, | |
0.01763866464886226, | |
0.016596935693454336, | |
0.01571176733628795, | |
0.014021337903182362, | |
0.011332417955382436, | |
0.009708773842056964, | |
0.007298484858158804, | |
0.0072748914785321335, | |
0.006777151756348051, | |
0.0065900288126123675, | |
0.005988949347345659, | |
0.005810829081508623, | |
0.004608252876764543, | |
0.0029581774238429783, | |
0.002943797853278402, | |
0.0019654404092923354, | |
0.0019004162670162787, | |
0.0014286076872988874, | |
8.442464064014279e-06 | |
] | |
}, | |
"cv_performance": { | |
"prediction": { | |
"accuracy": 53.68421052631578, | |
"precision": 55.57142857142857, | |
"recall": 62.98124098124098, | |
"f1": 57.6694701179827 | |
}, | |
"selection": { | |
"precision": 5.998500524816315, | |
"recall": 0.22471910112359547, | |
"f1": 0.43293508473340836, | |
"jaccard": 0.21696017995896133 | |
} | |
} | |
} |