{ | |
"significant_genes": { | |
"Variable": [ | |
"RASD1", | |
"TUBA3E", | |
"MYH6", | |
"SERPINA3", | |
"CDC42EP4", | |
"PRKCD", | |
"DYRK1B", | |
"IRX2", | |
"CEBPD", | |
"TUBB4B", | |
"INPP1", | |
"FCN3", | |
"CSRNP1", | |
"CHN1", | |
"ASPSCR1", | |
"DDIT3" | |
], | |
"Coefficient": [ | |
-0.08164596785173237, | |
-0.05356624522719422, | |
-0.04610588522858185, | |
-0.03349758577766306, | |
-0.02882953546612733, | |
-0.019877664859658924, | |
0.016006779418494006, | |
0.013149058225326088, | |
-0.012792555395959544, | |
-0.012235483386352906, | |
-0.006784680196269167, | |
-0.006063830190963025, | |
-0.0047685734394601765, | |
0.003207136683282645, | |
-0.0006233584124102136, | |
0.00023376401305145292 | |
], | |
"Absolute Coefficient": [ | |
0.08164596785173237, | |
0.05356624522719422, | |
0.04610588522858185, | |
0.03349758577766306, | |
0.02882953546612733, | |
0.019877664859658924, | |
0.016006779418494006, | |
0.013149058225326088, | |
0.012792555395959544, | |
0.012235483386352906, | |
0.006784680196269167, | |
0.006063830190963025, | |
0.0047685734394601765, | |
0.003207136683282645, | |
0.0006233584124102136, | |
0.00023376401305145292 | |
] | |
}, | |
"cv_performance": { | |
"prediction": { | |
"accuracy": 98.57142857142858, | |
"precision": 99.0, | |
"recall": 99.04761904761905, | |
"f1": 98.9993746091307 | |
}, | |
"selection": { | |
"precision": 5.328144078144078, | |
"recall": 0.6837606837606838, | |
"f1": 1.2100839951382338, | |
"jaccard": 0.6096537963945113 | |
} | |
} | |
} |