| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "RGPD8", | |
| "SPDYE2", | |
| "PCDHGB2", | |
| "FAM136BP", | |
| "DEFB129", | |
| "C16orf90", | |
| "PRAMEF18", | |
| "OR10A3", | |
| "KASH5", | |
| "PRB4", | |
| "TMPRSS11A", | |
| "GARIN5B", | |
| "TMC3", | |
| "NHERF4", | |
| "XAGE3", | |
| "KRTAP20-1", | |
| "CRYGB", | |
| "H2BC1", | |
| "FAM83C", | |
| "MS4A12" | |
| ], | |
| "Coefficient": [ | |
| -0.3631612785455004, | |
| 0.3168077369136561, | |
| -0.19385355799640813, | |
| -0.103001916928018, | |
| 0.09701766557891763, | |
| -0.0919508247054168, | |
| -0.08069605387664691, | |
| 0.0789969287286851, | |
| 0.07244781883278147, | |
| 0.06540777232678849, | |
| 0.05843092398900416, | |
| -0.05793741464133373, | |
| -0.04306285138654152, | |
| 0.03261899005376314, | |
| 0.025868862864616104, | |
| -0.02386782382750239, | |
| 0.019384165096083917, | |
| 0.012794552342365473, | |
| -0.011781449056168947, | |
| 0.006018321397716156 | |
| ], | |
| "Absolute Coefficient": [ | |
| 0.3631612785455004, | |
| 0.3168077369136561, | |
| 0.19385355799640813, | |
| 0.103001916928018, | |
| 0.09701766557891763, | |
| 0.0919508247054168, | |
| 0.08069605387664691, | |
| 0.0789969287286851, | |
| 0.07244781883278147, | |
| 0.06540777232678849, | |
| 0.05843092398900416, | |
| 0.05793741464133373, | |
| 0.04306285138654152, | |
| 0.03261899005376314, | |
| 0.025868862864616104, | |
| 0.02386782382750239, | |
| 0.019384165096083917, | |
| 0.012794552342365473, | |
| 0.011781449056168947, | |
| 0.006018321397716156 | |
| ] | |
| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 99.28571428571428, | |
| "precision": 99.28571428571428, | |
| "recall": 100.0, | |
| "f1": 99.64106134447282 | |
| }, | |
| "selection": { | |
| "precision": 0.9235209235209234, | |
| "recall": 0.17167381974248927, | |
| "f1": 0.2855110749847592, | |
| "jaccard": 0.14326830828269907 | |
| } | |
| } | |
| } |