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{
"significant_genes": {
"Variable": [
"HPN",
"GGT7",
"MIR155HG",
"SFTPB",
"NPBWR2",
"TTTY7",
"PHLDB2",
"KRT17",
"JAG2",
"SPMIP7",
"DNAH10",
"AQP8",
"EFEMP1",
"COA7",
"SP6",
"APOB",
"CDCA3",
"CSKMT",
"KCTD9",
"WTIP",
"TBX1",
"TCF21",
"SASS6",
"ZNF22-AS1",
"A2M",
"SLC25A33",
"SLC29A4",
"FNDC11",
"TGM5",
"FLT1",
"CIB4",
"GRM8",
"IPP",
"PRKRIP1",
"OR5C1",
"FUT2",
"BTBD19",
"ZNF543",
"USP2",
"MARK1",
"RBMX",
"BARHL2",
"CAMK1D",
"ADGRB2",
"GLI1",
"CDRT4",
"KRT12",
"KIF2C",
"TNNT1",
"OR2J3",
"OTOP3",
"GPR31",
"LINC02694",
"TSSK1B",
"TEX14",
"ACSM4",
"LRRC72",
"PRR19",
"BGLAP",
"REN",
"ARRDC1-AS1",
"SLCO4A1",
"CHURC1",
"PTPN20",
"VIPR2",
"S100G",
"TNNI3",
"FARP2",
"FBXL21P",
"MTMR9",
"TAS1R2",
"TRPV3",
"ZFYVE19",
"FREM1",
"IMMP1L",
"MAMDC4",
"TNPO1"
],
"Coefficient": [
0.05114007844719429,
0.050208436573403424,
0.04313046079679753,
0.04267849499656284,
0.04070053098085133,
0.03951788785304565,
0.03944822932628361,
0.034175545236034076,
0.03193683763190017,
0.030354436269484288,
0.029059624092266007,
0.025471830753951638,
0.02454500621054863,
0.021469667980603676,
-0.02108368643693161,
0.019900383780522772,
0.01889716342154194,
0.01835517487158141,
-0.01765015315827653,
0.016562160190700292,
0.01429852657730744,
0.013995257421627435,
0.013194461133901334,
-0.013108372524421309,
0.012713486229211847,
-0.012313057065420529,
0.011917391986792243,
0.011764026118008749,
0.011739640231514421,
0.011257542980364398,
0.011255956899130289,
0.010240556519344721,
-0.009148490804851956,
-0.009121365790692108,
0.009099014609179843,
0.008843939622244477,
0.00878428316837899,
0.008639877117904477,
-0.008561195940777113,
0.008409256660871873,
0.00822645265754245,
0.007068186320947214,
0.0065836639567566696,
-0.006479292263362831,
0.006268859023225764,
-0.005931417553751508,
0.0056428364311961075,
0.0048934315156267585,
0.004877621720946937,
-0.004425814906897682,
0.004032626951243704,
0.0038970904208067182,
0.003698844999313437,
0.0033076846814948826,
-0.0032028900068491045,
-0.002886740212764675,
-0.002830752306879698,
0.002422811308780815,
0.0023544042464930613,
0.002311410726990173,
0.0022014698171462666,
0.0019572244314143812,
0.0016723528498641285,
0.0013628182691719645,
-0.0013332703704230142,
-0.001013240301301052,
0.0008942853176940823,
0.000891081569646859,
-0.000852877501551786,
0.0008381315291867326,
-0.0003238228031085883,
-0.0002862479953200902,
-0.0002007939327684901,
-0.00012417380409381352,
-7.829351602775748e-05,
6.78023019201379e-05,
9.365976420582784e-06
],
"Absolute Coefficient": [
0.05114007844719429,
0.050208436573403424,
0.04313046079679753,
0.04267849499656284,
0.04070053098085133,
0.03951788785304565,
0.03944822932628361,
0.034175545236034076,
0.03193683763190017,
0.030354436269484288,
0.029059624092266007,
0.025471830753951638,
0.02454500621054863,
0.021469667980603676,
0.02108368643693161,
0.019900383780522772,
0.01889716342154194,
0.01835517487158141,
0.01765015315827653,
0.016562160190700292,
0.01429852657730744,
0.013995257421627435,
0.013194461133901334,
0.013108372524421309,
0.012713486229211847,
0.012313057065420529,
0.011917391986792243,
0.011764026118008749,
0.011739640231514421,
0.011257542980364398,
0.011255956899130289,
0.010240556519344721,
0.009148490804851956,
0.009121365790692108,
0.009099014609179843,
0.008843939622244477,
0.00878428316837899,
0.008639877117904477,
0.008561195940777113,
0.008409256660871873,
0.00822645265754245,
0.007068186320947214,
0.0065836639567566696,
0.006479292263362831,
0.006268859023225764,
0.005931417553751508,
0.0056428364311961075,
0.0048934315156267585,
0.004877621720946937,
0.004425814906897682,
0.004032626951243704,
0.0038970904208067182,
0.003698844999313437,
0.0033076846814948826,
0.0032028900068491045,
0.002886740212764675,
0.002830752306879698,
0.002422811308780815,
0.0023544042464930613,
0.002311410726990173,
0.0022014698171462666,
0.0019572244314143812,
0.0016723528498641285,
0.0013628182691719645,
0.0013332703704230142,
0.001013240301301052,
0.0008942853176940823,
0.000891081569646859,
0.000852877501551786,
0.0008381315291867326,
0.0003238228031085883,
0.0002862479953200902,
0.0002007939327684901,
0.00012417380409381352,
7.829351602775748e-05,
6.78023019201379e-05,
9.365976420582784e-06
]
},
"cv_performance": {
"prediction": {
"accuracy": 82.6086956521739,
"precision": 26.666666666666664,
"recall": 19.999999999999996,
"f1": 18.88888888888889
},
"selection": {
"precision": 2.384414458689183,
"recall": 0.4790419161676647,
"f1": 0.7967246327355644,
"jaccard": 0.40035643237898216
}
}
} |