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{
"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
}
}
} |