| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "MAP7D2", | |
| "UNC5C", | |
| "PER3", | |
| "ADGRB3", | |
| "KCNE4", | |
| "FTO", | |
| "HLF", | |
| "IL11RA", | |
| "SUMO2", | |
| "DHRS1", | |
| "DBP", | |
| "MAN1C1", | |
| "TNFRSF21", | |
| "HEXD", | |
| "UPP1", | |
| "BMAL1", | |
| "RMC1", | |
| "SLC9A9", | |
| "BAALC", | |
| "HS3ST3A1" | |
| ], | |
| "Coefficient": [ | |
| 0.08190743939506068, | |
| 0.05020414276917612, | |
| 0.04501888573093808, | |
| 0.034928456860123656, | |
| 0.02230852446755434, | |
| 0.0180390337550866, | |
| 0.01738225322660172, | |
| 0.017105772134585685, | |
| 0.014674361160180121, | |
| 0.013654547379130827, | |
| 0.012787489564563924, | |
| 0.012560303041311605, | |
| 0.01120447888876732, | |
| -0.009117448216634332, | |
| -0.007622302034480449, | |
| -0.007124060038079339, | |
| -0.002926529363929941, | |
| 0.0014440837321135606, | |
| -0.0013174835356312446, | |
| -0.0002050783319250581 | |
| ], | |
| "Absolute Coefficient": [ | |
| 0.08190743939506068, | |
| 0.05020414276917612, | |
| 0.04501888573093808, | |
| 0.034928456860123656, | |
| 0.02230852446755434, | |
| 0.0180390337550866, | |
| 0.01738225322660172, | |
| 0.017105772134585685, | |
| 0.014674361160180121, | |
| 0.013654547379130827, | |
| 0.012787489564563924, | |
| 0.012560303041311605, | |
| 0.01120447888876732, | |
| 0.009117448216634332, | |
| 0.007622302034480449, | |
| 0.007124060038079339, | |
| 0.002926529363929941, | |
| 0.0014440837321135606, | |
| 0.0013174835356312446, | |
| 0.0002050783319250581 | |
| ] | |
| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 93.84615384615384, | |
| "precision": 94.22943722943722, | |
| "recall": 97.14285714285714, | |
| "f1": 95.57919188214439 | |
| }, | |
| "selection": { | |
| "precision": 2.0634920634920633, | |
| "recall": 0.1932367149758454, | |
| "f1": 0.3532163742690059, | |
| "jaccard": 0.177391441157961 | |
| } | |
| } | |
| } |