| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "MAP7D2", | |
| "ADGRB3", | |
| "UNC5C", | |
| "PER3", | |
| "HEXD", | |
| "DBP", | |
| "MAN1C1", | |
| "SUMO2", | |
| "RMC1", | |
| "BMAL1", | |
| "IL11RA", | |
| "KCNE4", | |
| "FTO", | |
| "DHRS1", | |
| "TNFRSF21", | |
| "HLF", | |
| "SLC9A9", | |
| "BAALC", | |
| "WNT5B" | |
| ], | |
| "Coefficient": [ | |
| 0.0804171265535138, | |
| 0.054095552291364535, | |
| 0.042696042006177576, | |
| 0.040088500770574124, | |
| -0.020679646601496866, | |
| 0.020637317803160717, | |
| 0.016464382771066283, | |
| 0.015734929144613358, | |
| -0.014304425792142474, | |
| -0.013767658098216841, | |
| 0.012775827610877465, | |
| 0.012656190820925759, | |
| 0.010896363871400683, | |
| 0.00969466167286976, | |
| 0.006819172220370862, | |
| 0.0061574024750437936, | |
| 0.004733020948529321, | |
| -0.0030247045386224422, | |
| 0.0015050790316757782 | |
| ], | |
| "Absolute Coefficient": [ | |
| 0.0804171265535138, | |
| 0.054095552291364535, | |
| 0.042696042006177576, | |
| 0.040088500770574124, | |
| 0.020679646601496866, | |
| 0.020637317803160717, | |
| 0.016464382771066283, | |
| 0.015734929144613358, | |
| 0.014304425792142474, | |
| 0.013767658098216841, | |
| 0.012775827610877465, | |
| 0.012656190820925759, | |
| 0.010896363871400683, | |
| 0.00969466167286976, | |
| 0.006819172220370862, | |
| 0.0061574024750437936, | |
| 0.004733020948529321, | |
| 0.0030247045386224422, | |
| 0.0015050790316757782 | |
| ] | |
| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 92.3076923076923, | |
| "precision": 91.84848484848484, | |
| "recall": 97.14285714285714, | |
| "f1": 94.27042313151517 | |
| }, | |
| "selection": { | |
| "precision": 3.1637426900584793, | |
| "recall": 0.2898550724637681, | |
| "f1": 0.530980381964749, | |
| "jaccard": 0.2666701783958421 | |
| } | |
| } | |
| } |