| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "MAP7D2", | |
| "ADGRB3", | |
| "PER3", | |
| "UNC5C", | |
| "SUMO2", | |
| "BMAL1", | |
| "HEXD", | |
| "KCNE4", | |
| "MAN1C1", | |
| "TNFRSF21", | |
| "UPP1", | |
| "FTO", | |
| "DBP", | |
| "SLC9A9", | |
| "FOXRED2", | |
| "IL11RA", | |
| "USPL1", | |
| "WNT5B", | |
| "DHRS1", | |
| "BAALC" | |
| ], | |
| "Coefficient": [ | |
| 0.0797310482187796, | |
| 0.0755206994657383, | |
| 0.03580723201809311, | |
| 0.03168273004250464, | |
| 0.027381416567192705, | |
| -0.024143755700458062, | |
| -0.019693467451954536, | |
| 0.018793230203340176, | |
| 0.015078539219487666, | |
| 0.009766565079933575, | |
| -0.008196168466517443, | |
| 0.007764412686569715, | |
| 0.007690556424456487, | |
| 0.004378815370464448, | |
| 0.0043644815088460355, | |
| 0.003961583414770489, | |
| -0.002586692830174151, | |
| 0.0019207982144483662, | |
| 0.0015834343647995813, | |
| -0.0011879046895127874 | |
| ], | |
| "Absolute Coefficient": [ | |
| 0.0797310482187796, | |
| 0.0755206994657383, | |
| 0.03580723201809311, | |
| 0.03168273004250464, | |
| 0.027381416567192705, | |
| 0.024143755700458062, | |
| 0.019693467451954536, | |
| 0.018793230203340176, | |
| 0.015078539219487666, | |
| 0.009766565079933575, | |
| 0.008196168466517443, | |
| 0.007764412686569715, | |
| 0.007690556424456487, | |
| 0.004378815370464448, | |
| 0.0043644815088460355, | |
| 0.003961583414770489, | |
| 0.002586692830174151, | |
| 0.0019207982144483662, | |
| 0.0015834343647995813, | |
| 0.0011879046895127874 | |
| ] | |
| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 90.76923076923077, | |
| "precision": 89.85714285714286, | |
| "recall": 97.14285714285714, | |
| "f1": 93.17492947788197 | |
| }, | |
| "selection": { | |
| "precision": 3.105263157894737, | |
| "recall": 0.2898550724637681, | |
| "f1": 0.5301937546294491, | |
| "jaccard": 0.2662733529990167 | |
| } | |
| } | |
| } |