| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "HYMAI", | |
| "MSH4", | |
| "OR2D3", | |
| "TEKTL1", | |
| "MT4", | |
| "LINC00200", | |
| "OR8B2", | |
| "ADAMTS18", | |
| "IL17REL", | |
| "PCDHB17P", | |
| "C6orf58", | |
| "GPR148", | |
| "BMP15", | |
| "OR4K17", | |
| "PCAT4", | |
| "TPSD1", | |
| "WFDC10A", | |
| "PRSS58", | |
| "OR1B1" | |
| ], | |
| "Coefficient": [ | |
| 0.27432827718390534, | |
| -0.26804828731422736, | |
| -0.22379241131300098, | |
| 0.21628641493342865, | |
| 0.2004188062510142, | |
| 0.15800984260618622, | |
| 0.126598392788767, | |
| 0.10526849994252178, | |
| -0.08955795384229302, | |
| 0.08834825122962982, | |
| -0.07227777793040333, | |
| -0.06546391655655298, | |
| -0.04710651075622771, | |
| 0.04327982297793617, | |
| -0.03696305997499022, | |
| -0.03565339035229774, | |
| -0.03046129399889197, | |
| -0.021661839258925383, | |
| -0.0011408723454218851 | |
| ], | |
| "Absolute Coefficient": [ | |
| 0.27432827718390534, | |
| 0.26804828731422736, | |
| 0.22379241131300098, | |
| 0.21628641493342865, | |
| 0.2004188062510142, | |
| 0.15800984260618622, | |
| 0.126598392788767, | |
| 0.10526849994252178, | |
| 0.08955795384229302, | |
| 0.08834825122962982, | |
| 0.07227777793040333, | |
| 0.06546391655655298, | |
| 0.04710651075622771, | |
| 0.04327982297793617, | |
| 0.03696305997499022, | |
| 0.03565339035229774, | |
| 0.03046129399889197, | |
| 0.021661839258925383, | |
| 0.0011408723454218851 | |
| ] | |
| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 99.28571428571428, | |
| "precision": 99.28571428571428, | |
| "recall": 100.0, | |
| "f1": 99.64106134447282 | |
| }, | |
| "selection": { | |
| "precision": 0.7240393775801841, | |
| "recall": 0.31496062992125984, | |
| "f1": 0.43607062448157363, | |
| "jaccard": 0.21923387942136632 | |
| } | |
| } | |
| } |