| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "MAP7D2", | |
| "ADGRB3", | |
| "PER3", | |
| "UNC5C", | |
| "HEXD", | |
| "SUMO2", | |
| "HLF", | |
| "MAN1C1", | |
| "KCNE4", | |
| "BMAL1", | |
| "DBP", | |
| "DHRS1", | |
| "FTO", | |
| "RMC1", | |
| "IL11RA", | |
| "SLC9A9", | |
| "TNFRSF21", | |
| "BAALC", | |
| "WNT5B" | |
| ], | |
| "Coefficient": [ | |
| 0.08235809498401941, | |
| 0.05388463782769983, | |
| 0.041929522474489396, | |
| 0.03891995770069958, | |
| -0.022778463764591382, | |
| 0.019255770188459167, | |
| 0.018652848717809555, | |
| 0.016026661828446594, | |
| 0.01328412983591915, | |
| -0.012073222275167, | |
| 0.011516349121234625, | |
| 0.009915339457816126, | |
| 0.009102491064452708, | |
| -0.009053681489292269, | |
| 0.008324595416358074, | |
| 0.007601482118645658, | |
| 0.007306241910367618, | |
| -0.005706663992896964, | |
| 0.00025265808772627227 | |
| ], | |
| "Absolute Coefficient": [ | |
| 0.08235809498401941, | |
| 0.05388463782769983, | |
| 0.041929522474489396, | |
| 0.03891995770069958, | |
| 0.022778463764591382, | |
| 0.019255770188459167, | |
| 0.018652848717809555, | |
| 0.016026661828446594, | |
| 0.01328412983591915, | |
| 0.012073222275167, | |
| 0.011516349121234625, | |
| 0.009915339457816126, | |
| 0.009102491064452708, | |
| 0.009053681489292269, | |
| 0.008324595416358074, | |
| 0.007601482118645658, | |
| 0.007306241910367618, | |
| 0.005706663992896964, | |
| 0.00025265808772627227 | |
| ] | |
| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 94.61538461538461, | |
| "precision": 94.27705627705627, | |
| "recall": 98.0952380952381, | |
| "f1": 96.09022556390975 | |
| }, | |
| "selection": { | |
| "precision": 3.337662337662338, | |
| "recall": 0.2898550724637681, | |
| "f1": 0.531879417940585, | |
| "jaccard": 0.2671239643759439 | |
| } | |
| } | |
| } |