| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "MAP7D2", | |
| "PER3", | |
| "ADGRB3", | |
| "UNC5C", | |
| "FTO", | |
| "HLF", | |
| "DBP", | |
| "IL11RA", | |
| "SUMO2", | |
| "HEXD", | |
| "RMC1", | |
| "TNFRSF21", | |
| "BAALC", | |
| "UPP1", | |
| "SLC9A9", | |
| "FOXRED2", | |
| "BMAL1", | |
| "PJA2", | |
| "PPP2R5D", | |
| "C1orf122" | |
| ], | |
| "Coefficient": [ | |
| 0.09155128362597995, | |
| 0.043299600043511334, | |
| 0.0424072120530477, | |
| 0.03281512085034578, | |
| 0.028665258204271526, | |
| 0.025227652841156134, | |
| 0.020763721964340294, | |
| 0.019795570480676674, | |
| 0.016527142604252636, | |
| -0.015630901592339003, | |
| -0.00880659133430418, | |
| 0.008656759459606991, | |
| -0.007799924110668914, | |
| -0.0069143789207414446, | |
| 0.0035818231337903716, | |
| 0.003213860855383272, | |
| -0.0029516663749149046, | |
| 0.0023938355790091175, | |
| 0.0012728188934162151, | |
| 0.00034373765201779375 | |
| ], | |
| "Absolute Coefficient": [ | |
| 0.09155128362597995, | |
| 0.043299600043511334, | |
| 0.0424072120530477, | |
| 0.03281512085034578, | |
| 0.028665258204271526, | |
| 0.025227652841156134, | |
| 0.020763721964340294, | |
| 0.019795570480676674, | |
| 0.016527142604252636, | |
| 0.015630901592339003, | |
| 0.00880659133430418, | |
| 0.008656759459606991, | |
| 0.007799924110668914, | |
| 0.0069143789207414446, | |
| 0.0035818231337903716, | |
| 0.003213860855383272, | |
| 0.0029516663749149046, | |
| 0.0023938355790091175, | |
| 0.0012728188934162151, | |
| 0.00034373765201779375 | |
| ] | |
| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 93.07692307692307, | |
| "precision": 93.37229437229436, | |
| "recall": 97.14285714285714, | |
| "f1": 95.09336192263022 | |
| }, | |
| "selection": { | |
| "precision": 3.3355614973262036, | |
| "recall": 0.2898550724637681, | |
| "f1": 0.5326161149638151, | |
| "jaccard": 0.26749548699041265 | |
| } | |
| } | |
| } |