{ | |
"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 | |
} | |
} | |
} |