| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "MSH4", | |
| "HYMAI", | |
| "OR2D3", | |
| "TEKTL1", | |
| "MT4", | |
| "LINC00200", | |
| "OR8B2", | |
| "C6orf58", | |
| "ADAMTS18", | |
| "GPR148", | |
| "PCDHB17P", | |
| "OR4K17", | |
| "PRSS58", | |
| "PCAT4", | |
| "BMP15", | |
| "TPSD1", | |
| "IL17REL" | |
| ], | |
| "Coefficient": [ | |
| -0.32137262705702524, | |
| 0.30352452165258337, | |
| -0.23418090528949576, | |
| 0.22581435108272901, | |
| 0.1841661368723143, | |
| 0.16378019468321725, | |
| 0.13668404462863473, | |
| -0.11327311677880295, | |
| 0.10482143120498358, | |
| -0.058330779322662, | |
| 0.053979325618970515, | |
| 0.05042479966326332, | |
| -0.04939441572874121, | |
| -0.045941030283119154, | |
| -0.044226628178733116, | |
| -0.038339469596972604, | |
| -0.03533809629457581 | |
| ], | |
| "Absolute Coefficient": [ | |
| 0.32137262705702524, | |
| 0.30352452165258337, | |
| 0.23418090528949576, | |
| 0.22581435108272901, | |
| 0.1841661368723143, | |
| 0.16378019468321725, | |
| 0.13668404462863473, | |
| 0.11327311677880295, | |
| 0.10482143120498358, | |
| 0.058330779322662, | |
| 0.053979325618970515, | |
| 0.05042479966326332, | |
| 0.04939441572874121, | |
| 0.045941030283119154, | |
| 0.044226628178733116, | |
| 0.038339469596972604, | |
| 0.03533809629457581 | |
| ] | |
| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 99.28571428571428, | |
| "precision": 99.28571428571428, | |
| "recall": 100.0, | |
| "f1": 99.64106134447282 | |
| }, | |
| "selection": { | |
| "precision": 0.6923076923076923, | |
| "recall": 0.31496062992125984, | |
| "f1": 0.43179702048417123, | |
| "jaccard": 0.2170715924466145 | |
| } | |
| } | |
| } |