| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "MSH4", | |
| "HYMAI", | |
| "OR2D3", | |
| "TEKTL1", | |
| "MT4", | |
| "LINC00200", | |
| "OR8B2", | |
| "C6orf58", | |
| "ADAMTS18", | |
| "GPR148", | |
| "PCDHB17P", | |
| "OR4K17", | |
| "PRSS58", | |
| "PCAT4", | |
| "BMP15", | |
| "IL17REL", | |
| "TPSD1", | |
| "WFDC10A" | |
| ], | |
| "Coefficient": [ | |
| -0.3189236002344418, | |
| 0.3024923364836647, | |
| -0.23611568184028925, | |
| 0.22327649013371845, | |
| 0.18366272136667586, | |
| 0.16511615795021672, | |
| 0.13349768638793583, | |
| -0.11377513453793797, | |
| 0.1042238815676346, | |
| -0.06057001095948789, | |
| 0.05581937116781228, | |
| 0.05149096182165287, | |
| -0.049933054766185425, | |
| -0.047272844553725435, | |
| -0.045310438029752674, | |
| -0.03734432169029498, | |
| -0.0372771543571748, | |
| -0.0027135626612425144 | |
| ], | |
| "Absolute Coefficient": [ | |
| 0.3189236002344418, | |
| 0.3024923364836647, | |
| 0.23611568184028925, | |
| 0.22327649013371845, | |
| 0.18366272136667586, | |
| 0.16511615795021672, | |
| 0.13349768638793583, | |
| 0.11377513453793797, | |
| 0.1042238815676346, | |
| 0.06057001095948789, | |
| 0.05581937116781228, | |
| 0.05149096182165287, | |
| 0.049933054766185425, | |
| 0.047272844553725435, | |
| 0.045310438029752674, | |
| 0.03734432169029498, | |
| 0.0372771543571748, | |
| 0.0027135626612425144 | |
| ] | |
| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 99.28571428571428, | |
| "precision": 99.28571428571428, | |
| "recall": 100.0, | |
| "f1": 99.64106134447282 | |
| }, | |
| "selection": { | |
| "precision": 0.6876456876456876, | |
| "recall": 0.31496062992125984, | |
| "f1": 0.43071757316120074, | |
| "jaccard": 0.2165262172284644 | |
| } | |
| } | |
| } |