| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "MSH4", | |
| "HYMAI", | |
| "OR2D3", | |
| "TEKTL1", | |
| "MT4", | |
| "LINC00200", | |
| "OR8B2", | |
| "C6orf58", | |
| "ADAMTS18", | |
| "GPR148", | |
| "PRSS58", | |
| "PCDHB17P", | |
| "IL17REL", | |
| "BMP15", | |
| "OR4K17", | |
| "PCAT4", | |
| "TPSD1", | |
| "WFDC10A", | |
| "OR1B1", | |
| "LCE2C" | |
| ], | |
| "Coefficient": [ | |
| -0.3437178819037543, | |
| 0.32513772457233225, | |
| -0.2481459353188486, | |
| 0.2428599242162888, | |
| 0.20485091867338645, | |
| 0.17789224725442432, | |
| 0.14956409318249816, | |
| -0.13491518881432352, | |
| 0.12903908254375185, | |
| -0.07999191175542346, | |
| -0.06786051441293892, | |
| 0.06757230952138257, | |
| -0.06198453418320532, | |
| -0.061509638877058695, | |
| 0.05971469051620481, | |
| -0.057971994349338474, | |
| -0.05616454500363595, | |
| -0.011261699882782823, | |
| -0.0025126083334094857, | |
| 0.0003688977887389246 | |
| ], | |
| "Absolute Coefficient": [ | |
| 0.3437178819037543, | |
| 0.32513772457233225, | |
| 0.2481459353188486, | |
| 0.2428599242162888, | |
| 0.20485091867338645, | |
| 0.17789224725442432, | |
| 0.14956409318249816, | |
| 0.13491518881432352, | |
| 0.12903908254375185, | |
| 0.07999191175542346, | |
| 0.06786051441293892, | |
| 0.06757230952138257, | |
| 0.06198453418320532, | |
| 0.061509638877058695, | |
| 0.05971469051620481, | |
| 0.057971994349338474, | |
| 0.05616454500363595, | |
| 0.011261699882782823, | |
| 0.0025126083334094857, | |
| 0.0003688977887389246 | |
| ] | |
| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 99.28571428571428, | |
| "precision": 99.28571428571428, | |
| "recall": 100.0, | |
| "f1": 99.64106134447282 | |
| }, | |
| "selection": { | |
| "precision": 0.6577540106951871, | |
| "recall": 0.31496062992125984, | |
| "f1": 0.42490842490842484, | |
| "jaccard": 0.21359002107421537 | |
| } | |
| } | |
| } |