| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "HPN", | |
| "GGT7", | |
| "NPBWR2", | |
| "MIR155HG", | |
| "A2M", | |
| "SFTPB", | |
| "PHLDB2", | |
| "TTTY7", | |
| "AQP8", | |
| "KRT17", | |
| "DNAH10", | |
| "SPMIP7", | |
| "EFEMP1", | |
| "COA7", | |
| "SP6", | |
| "KCTD9", | |
| "TCF21", | |
| "CDCA3", | |
| "CSKMT", | |
| "WTIP", | |
| "SLC29A4", | |
| "TBX1", | |
| "CIB4", | |
| "ZNF22-AS1", | |
| "SLC25A33", | |
| "FNDC11", | |
| "GRM8", | |
| "MARK1", | |
| "SASS6", | |
| "CAMK1D", | |
| "PRKRIP1", | |
| "ZNF543", | |
| "IPP", | |
| "FUT2", | |
| "FLT1", | |
| "CDRT4", | |
| "USP2", | |
| "TSSK1B", | |
| "APOB", | |
| "BARHL2", | |
| "KIF2C", | |
| "ADGRB2", | |
| "TNNT1", | |
| "CLLU1-AS1", | |
| "GLI1", | |
| "BTBD19", | |
| "RBMX", | |
| "OTOP3", | |
| "USP41P", | |
| "XKR9", | |
| "ARRDC1-AS1", | |
| "OR5C1", | |
| "TGM5", | |
| "ACSM4", | |
| "PTPN20", | |
| "VIPR2", | |
| "PRR19", | |
| "IMMP1L", | |
| "TEX14", | |
| "LINC02694", | |
| "FBXL21P", | |
| "MAMDC4", | |
| "BGLAP", | |
| "KRT12", | |
| "LRRC72", | |
| "OR2J3", | |
| "CYP2C19", | |
| "GPR31", | |
| "KDSR", | |
| "NLRP4", | |
| "FRMD7", | |
| "FARP2", | |
| "CHURC1", | |
| "KCNJ1", | |
| "OSCP1", | |
| "TNNI3", | |
| "JAG2", | |
| "MTMR9" | |
| ], | |
| "Coefficient": [ | |
| 0.05469291721711284, | |
| 0.04908643202342634, | |
| 0.04111641870786754, | |
| 0.0408652689264876, | |
| 0.03899285848226796, | |
| 0.03879233241183203, | |
| 0.03802583381727988, | |
| 0.03609046214497946, | |
| 0.035872402583103265, | |
| 0.034662053781735355, | |
| 0.030997608459258287, | |
| 0.029850100710066316, | |
| 0.02658542126649342, | |
| 0.023002320318344142, | |
| -0.020824252478138672, | |
| -0.019071772308574684, | |
| 0.018013542640749287, | |
| 0.017388284326715332, | |
| 0.016157519967896647, | |
| 0.016102153320935755, | |
| 0.014657267419176685, | |
| 0.013696103459443259, | |
| 0.013105831167020769, | |
| -0.011962438575099415, | |
| -0.011655397063037231, | |
| 0.011105979212899927, | |
| 0.011098116306082836, | |
| 0.010915374619000533, | |
| 0.010688669703826838, | |
| 0.01023368789470958, | |
| -0.009783514300431836, | |
| 0.009656405641844872, | |
| -0.009478489352253412, | |
| 0.009476836322855038, | |
| 0.009399562612823327, | |
| -0.008542373346608333, | |
| -0.008202210422203485, | |
| 0.007268195818077433, | |
| 0.007199996652739055, | |
| 0.0067582525052334716, | |
| 0.006728341038512703, | |
| -0.006620258371511187, | |
| 0.0064963860238728905, | |
| 0.006386080135343726, | |
| 0.006370750250045525, | |
| 0.0063652283080784, | |
| 0.006223680332007427, | |
| 0.005499437484619511, | |
| 0.00538531299990419, | |
| 0.005361352730383345, | |
| 0.004943831987598661, | |
| 0.004477220332883112, | |
| 0.004270691529382524, | |
| -0.003967622954914852, | |
| 0.0034628585522824083, | |
| -0.00345902860153734, | |
| 0.0026768032525111493, | |
| -0.0026353293549766336, | |
| -0.00252534715802798, | |
| 0.0023961203306466393, | |
| -0.0021450971504841866, | |
| 0.0016171332613282897, | |
| 0.0015274366875204486, | |
| 0.0014208026601379936, | |
| -0.0013812618749014128, | |
| -0.0011834774438232417, | |
| -0.001160786609774151, | |
| 0.0009379630628653468, | |
| 0.0008651449291266567, | |
| 0.0004123755584181724, | |
| 0.0003952258938721715, | |
| 0.00033033578374607364, | |
| 0.00032763936838274175, | |
| 0.0002571288330140275, | |
| -0.0002381927055216964, | |
| 0.0002098583160502702, | |
| 0.00014933763288330927, | |
| 0.00013691766678763606 | |
| ], | |
| "Absolute Coefficient": [ | |
| 0.05469291721711284, | |
| 0.04908643202342634, | |
| 0.04111641870786754, | |
| 0.0408652689264876, | |
| 0.03899285848226796, | |
| 0.03879233241183203, | |
| 0.03802583381727988, | |
| 0.03609046214497946, | |
| 0.035872402583103265, | |
| 0.034662053781735355, | |
| 0.030997608459258287, | |
| 0.029850100710066316, | |
| 0.02658542126649342, | |
| 0.023002320318344142, | |
| 0.020824252478138672, | |
| 0.019071772308574684, | |
| 0.018013542640749287, | |
| 0.017388284326715332, | |
| 0.016157519967896647, | |
| 0.016102153320935755, | |
| 0.014657267419176685, | |
| 0.013696103459443259, | |
| 0.013105831167020769, | |
| 0.011962438575099415, | |
| 0.011655397063037231, | |
| 0.011105979212899927, | |
| 0.011098116306082836, | |
| 0.010915374619000533, | |
| 0.010688669703826838, | |
| 0.01023368789470958, | |
| 0.009783514300431836, | |
| 0.009656405641844872, | |
| 0.009478489352253412, | |
| 0.009476836322855038, | |
| 0.009399562612823327, | |
| 0.008542373346608333, | |
| 0.008202210422203485, | |
| 0.007268195818077433, | |
| 0.007199996652739055, | |
| 0.0067582525052334716, | |
| 0.006728341038512703, | |
| 0.006620258371511187, | |
| 0.0064963860238728905, | |
| 0.006386080135343726, | |
| 0.006370750250045525, | |
| 0.0063652283080784, | |
| 0.006223680332007427, | |
| 0.005499437484619511, | |
| 0.00538531299990419, | |
| 0.005361352730383345, | |
| 0.004943831987598661, | |
| 0.004477220332883112, | |
| 0.004270691529382524, | |
| 0.003967622954914852, | |
| 0.0034628585522824083, | |
| 0.00345902860153734, | |
| 0.0026768032525111493, | |
| 0.0026353293549766336, | |
| 0.00252534715802798, | |
| 0.0023961203306466393, | |
| 0.0021450971504841866, | |
| 0.0016171332613282897, | |
| 0.0015274366875204486, | |
| 0.0014208026601379936, | |
| 0.0013812618749014128, | |
| 0.0011834774438232417, | |
| 0.001160786609774151, | |
| 0.0009379630628653468, | |
| 0.0008651449291266567, | |
| 0.0004123755584181724, | |
| 0.0003952258938721715, | |
| 0.00033033578374607364, | |
| 0.00032763936838274175, | |
| 0.0002571288330140275, | |
| 0.0002381927055216964, | |
| 0.0002098583160502702, | |
| 0.00014933763288330927, | |
| 0.00013691766678763606 | |
| ] | |
| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 83.47826086956522, | |
| "precision": 26.666666666666664, | |
| "recall": 19.999999999999996, | |
| "f1": 18.88888888888889 | |
| }, | |
| "selection": { | |
| "precision": 2.4632029607177994, | |
| "recall": 0.4790419161676647, | |
| "f1": 0.8003129190032588, | |
| "jaccard": 0.40216889482518514 | |
| } | |
| } | |
| } |