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{
"significant_genes": {
"Variable": [
"COL4A1",
"OTC",
"HTN3",
"ZIC2",
"ESM1",
"CIDEC",
"CSRNP1",
"PRSS58",
"ALG1L1P",
"C14orf180",
"ZNF114",
"CFAP46",
"ADH4",
"HOXD11",
"PLA2G2E",
"AIM2",
"NUCB2",
"PRB4",
"HOXC9",
"CHST2",
"SHOX2",
"SLC35C1",
"FAM74A3",
"DIPK1A",
"NRG2",
"IL22",
"IL11",
"C4orf50",
"ODF4",
"THRSP",
"HOXA10",
"KRT35",
"GRIN2D",
"IL17F",
"FOXD2",
"LINC01599",
"TIMP4",
"PLAC1",
"MMP9",
"BMF",
"CNR2",
"DNMT3B",
"CCL11",
"ABTB1",
"MAP4K2",
"C18orf54",
"E2F7",
"GPRIN1",
"POTEE",
"GARIN4",
"CXCL13",
"ABCG1",
"DPF1",
"CDH24",
"CELSR3",
"RHAG",
"NETO2",
"KRTAP13-1",
"HOXC6",
"EAF2",
"MT1A",
"CRIPTO",
"EME1",
"FRMPD2B",
"KRT32",
"SULT1C3",
"TSPAN10",
"SLC36A1",
"HSD17B6",
"C17orf67",
"SEC14L3",
"FERD3L",
"GRAP",
"MC5R",
"SLC28A1",
"LPIN1",
"H2BC12",
"LINC00314",
"PARP12",
"GTSF1L",
"DEFB105A",
"CIMIP2B",
"ADAM12",
"HTR3B",
"KIF14",
"HOXC8",
"SLC17A3",
"KCNQ1OT1",
"PCDH17",
"FAM43B",
"BPIFA2",
"TMEM132A",
"RMI2",
"SI",
"SPINK8",
"RIIAD1",
"PRND",
"LIPI",
"PRSS37",
"FOXD4L4",
"ADAMTSL2",
"LEPROTL1",
"CELA2B",
"FAM167B",
"OR3A3",
"DIO1",
"SHROOM3",
"CABS1",
"SNX9",
"SLC2A7",
"FAAP24",
"GPC2",
"CNNM2",
"GPR101",
"HSD17B13",
"ZNF707",
"SLC6A17",
"ZNF415",
"MRPS31",
"SMR3B"
],
"Coefficient": [
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0.005898590218693904,
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-0.0011057162133160084,
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-0.0009494285621116347,
-0.0008932442854330878,
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-5.918001414121633e-05,
-4.754436615858681e-05,
-1.1068761962752437e-05
],
"Absolute Coefficient": [
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0.020881670138531396,
0.01892414299134633,
0.01792846878140752,
0.016108327554357118,
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0.007880737187279864,
0.007766469567683386,
0.007754580745810326,
0.0077201765575207375,
0.007617914783464454,
0.0075976415007554,
0.0074378520240177114,
0.007330468695912282,
0.007229421770309338,
0.0063007587245589225,
0.0060850519781178196,
0.005898590218693904,
0.0056206892930572684,
0.005572329820777497,
0.005471583919559803,
0.004891209251577681,
0.004721126343813793,
0.004609324258476387,
0.004342345461805357,
0.003827353504261435,
0.0038035070577336016,
0.0037797598040016406,
0.0037460366537671393,
0.0036095584165415397,
0.003592401990558278,
0.0035742200183103714,
0.0034408418944945293,
0.0033274274853381117,
0.0033186363378279976,
0.003293172430218894,
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0.0015952883938142638,
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0.0002202755033615698,
0.00019974045510889275,
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1.1068761962752437e-05
]
},
"cv_performance": {
"prediction": {
"accuracy": 99.46902654867259,
"precision": 99.6133009527368,
"recall": 99.80952380952381,
"f1": 99.71001700267568
},
"selection": {
"precision": 0.20202020202020204,
"recall": 0.8,
"f1": 0.3225806451612903,
"jaccard": 0.1626016260162602
}
}
} |