| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "HYMAI", | |
| "MSH4", | |
| "OR2D3", | |
| "TEKTL1", | |
| "LINC00200", | |
| "MT4", | |
| "OR8B2", | |
| "C6orf58", | |
| "ADAMTS18", | |
| "PCDHB17P", | |
| "BMP15", | |
| "TPSD1", | |
| "PRSS58", | |
| "PCAT4", | |
| "GPR148", | |
| "OR4K17", | |
| "IL17REL" | |
| ], | |
| "Coefficient": [ | |
| 0.32558427974231957, | |
| -0.31331567937781474, | |
| -0.22746723764086463, | |
| 0.22347584446283736, | |
| 0.15003277967564863, | |
| 0.1429479596451922, | |
| 0.12656435548739883, | |
| -0.12084804997773002, | |
| 0.12032512948226501, | |
| 0.06480340594575695, | |
| -0.06296629673148842, | |
| -0.05711903394215806, | |
| -0.053761882590382164, | |
| -0.0462169561012543, | |
| -0.042109193989390954, | |
| 0.03533894987862002, | |
| -0.015720709739149158 | |
| ], | |
| "Absolute Coefficient": [ | |
| 0.32558427974231957, | |
| 0.31331567937781474, | |
| 0.22746723764086463, | |
| 0.22347584446283736, | |
| 0.15003277967564863, | |
| 0.1429479596451922, | |
| 0.12656435548739883, | |
| 0.12084804997773002, | |
| 0.12032512948226501, | |
| 0.06480340594575695, | |
| 0.06296629673148842, | |
| 0.05711903394215806, | |
| 0.053761882590382164, | |
| 0.0462169561012543, | |
| 0.042109193989390954, | |
| 0.03533894987862002, | |
| 0.015720709739149158 | |
| ] | |
| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 99.28571428571428, | |
| "precision": 99.28571428571428, | |
| "recall": 100.0, | |
| "f1": 99.64106134447282 | |
| }, | |
| "selection": { | |
| "precision": 0.8163265306122449, | |
| "recall": 0.31496062992125984, | |
| "f1": 0.4545454545454545, | |
| "jaccard": 0.22988505747126436 | |
| } | |
| } | |
| } |