| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "HOXB7", | |
| "SKAP2", | |
| "HOXA5", | |
| "GANAB", | |
| "HOXA6", | |
| "SCN4A", | |
| "PPEF1", | |
| "MEF2A", | |
| "UNC80", | |
| "COL6A3", | |
| "ESM1", | |
| "CHST2", | |
| "FUT5", | |
| "GATA3", | |
| "OR2Z1", | |
| "GPANK1", | |
| "DIPK1A", | |
| "IRF2", | |
| "MEGF8", | |
| "PTCHD1", | |
| "SBSPON", | |
| "FZD9", | |
| "XKR5", | |
| "PWP2", | |
| "SBF1", | |
| "SHLD2", | |
| "THG1L", | |
| "GAGE8", | |
| "CRISP3", | |
| "CD48", | |
| "TMPRSS3", | |
| "RMI1", | |
| "NGF", | |
| "MT1X", | |
| "HSPG2", | |
| "CCL11", | |
| "PRPH", | |
| "CHML", | |
| "C10orf120", | |
| "ADPRS", | |
| "COL22A1", | |
| "OR2D3", | |
| "DYSF", | |
| "ZNF32", | |
| "HDAC3", | |
| "DQX1", | |
| "FCAMR", | |
| "NEU3", | |
| "PKD2L1", | |
| "LPO", | |
| "ALDH1A2", | |
| "DNMT3L", | |
| "PTCH2", | |
| "HSPB2", | |
| "MRPL33", | |
| "ATIC", | |
| "ZNF225", | |
| "KRTAP5-10", | |
| "HAO2", | |
| "ECH1", | |
| "ALDH1L1", | |
| "AKR1C1", | |
| "ACSM2B", | |
| "PRDM5", | |
| "TREM1", | |
| "IDI2" | |
| ], | |
| "Coefficient": [ | |
| 0.11740647655881674, | |
| 0.08982012318857191, | |
| 0.03328042092220839, | |
| 0.02007360790467522, | |
| 0.019705306491647524, | |
| -0.018587038323682865, | |
| 0.01707509561378558, | |
| 0.016351916378455244, | |
| 0.01261205243108151, | |
| 0.010356715162050504, | |
| 0.009625046340862068, | |
| 0.009246681737225489, | |
| 0.009058924749178767, | |
| -0.007528387782387389, | |
| -0.007367710548479109, | |
| -0.006788661351506767, | |
| -0.006674039914060208, | |
| -0.005921767863724694, | |
| 0.005176229379264674, | |
| -0.005032134009094018, | |
| 0.0049273061567623915, | |
| -0.004783360624129291, | |
| 0.0047789049406422365, | |
| 0.004008369216198924, | |
| 0.0038557722447755943, | |
| -0.0035213965779083093, | |
| 0.003423716298961369, | |
| -0.0033408095007174178, | |
| 0.00324878555988235, | |
| 0.003108626116144719, | |
| -0.002987858572324657, | |
| -0.002888285741735826, | |
| 0.0026782683641135585, | |
| -0.0024829321487443005, | |
| 0.0023950689228293826, | |
| -0.002324200938151495, | |
| 0.002286099575723267, | |
| 0.00204867728625082, | |
| -0.0020338573752733944, | |
| 0.0019738601531890587, | |
| 0.00196492730327144, | |
| -0.001874778600270926, | |
| -0.0018382540304773302, | |
| -0.0017778302771054933, | |
| -0.001588351824660104, | |
| -0.001460825742064473, | |
| -0.001392960031814598, | |
| -0.0013809925211612857, | |
| 0.0012883615758284088, | |
| -0.0012544013725465882, | |
| 0.0011479806767837925, | |
| -0.0009393330708574037, | |
| -0.0008236310109409748, | |
| -0.0007877766224123296, | |
| -0.0007494836085970363, | |
| -0.0006197283568330651, | |
| 0.0005652239973376745, | |
| -0.0004437319818885047, | |
| 0.00044038079801105365, | |
| -0.0003995487833116866, | |
| -0.0003245062004979989, | |
| 0.0003136926513334138, | |
| 0.0002778812064185466, | |
| 0.00021217589747921044, | |
| 7.167271135381394e-05, | |
| -7.161342247700587e-05 | |
| ], | |
| "Absolute Coefficient": [ | |
| 0.11740647655881674, | |
| 0.08982012318857191, | |
| 0.03328042092220839, | |
| 0.02007360790467522, | |
| 0.019705306491647524, | |
| 0.018587038323682865, | |
| 0.01707509561378558, | |
| 0.016351916378455244, | |
| 0.01261205243108151, | |
| 0.010356715162050504, | |
| 0.009625046340862068, | |
| 0.009246681737225489, | |
| 0.009058924749178767, | |
| 0.007528387782387389, | |
| 0.007367710548479109, | |
| 0.006788661351506767, | |
| 0.006674039914060208, | |
| 0.005921767863724694, | |
| 0.005176229379264674, | |
| 0.005032134009094018, | |
| 0.0049273061567623915, | |
| 0.004783360624129291, | |
| 0.0047789049406422365, | |
| 0.004008369216198924, | |
| 0.0038557722447755943, | |
| 0.0035213965779083093, | |
| 0.003423716298961369, | |
| 0.0033408095007174178, | |
| 0.00324878555988235, | |
| 0.003108626116144719, | |
| 0.002987858572324657, | |
| 0.002888285741735826, | |
| 0.0026782683641135585, | |
| 0.0024829321487443005, | |
| 0.0023950689228293826, | |
| 0.002324200938151495, | |
| 0.002286099575723267, | |
| 0.00204867728625082, | |
| 0.0020338573752733944, | |
| 0.0019738601531890587, | |
| 0.00196492730327144, | |
| 0.001874778600270926, | |
| 0.0018382540304773302, | |
| 0.0017778302771054933, | |
| 0.001588351824660104, | |
| 0.001460825742064473, | |
| 0.001392960031814598, | |
| 0.0013809925211612857, | |
| 0.0012883615758284088, | |
| 0.0012544013725465882, | |
| 0.0011479806767837925, | |
| 0.0009393330708574037, | |
| 0.0008236310109409748, | |
| 0.0007877766224123296, | |
| 0.0007494836085970363, | |
| 0.0006197283568330651, | |
| 0.0005652239973376745, | |
| 0.0004437319818885047, | |
| 0.00044038079801105365, | |
| 0.0003995487833116866, | |
| 0.0003245062004979989, | |
| 0.0003136926513334138, | |
| 0.0002778812064185466, | |
| 0.00021217589747921044, | |
| 7.167271135381394e-05, | |
| 7.161342247700587e-05 | |
| ] | |
| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 100.0, | |
| "precision": 100.0, | |
| "recall": 100.0, | |
| "f1": 100.0 | |
| }, | |
| "selection": { | |
| "precision": 2.625160010240655, | |
| "recall": 1.8823529411764703, | |
| "f1": 2.1909861968148037, | |
| "jaccard": 1.1106583003097104 | |
| } | |
| } | |
| } |