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{
"significant_genes": {
"Variable": [
"KDM4D",
"DNAJC28",
"MED18",
"SLC12A6",
"NFX1",
"GRB14",
"GASK1B",
"ASPHD1",
"ZNF239",
"SULF1",
"HSPB2",
"ZFP2",
"A4GALT",
"CES1",
"FARS2",
"SLC2A1",
"EPCAM",
"POP1",
"IL33",
"VIPR2",
"PLK4",
"LCMT2",
"MMP15",
"PDZRN4",
"MC4R",
"ERVK3-2",
"POU5F1P3",
"SLC26A4",
"COMT",
"CA8",
"FBXO9",
"ZNF37BP",
"PURG",
"PSMD5",
"C11orf71",
"DGKD",
"ARID5A",
"SPHK1",
"IL12A",
"GAL3ST4",
"HSF1",
"RAB27B"
],
"Coefficient": [
-0.16124096194190984,
-0.09683121474521703,
-0.05926636319551026,
-0.05902113545492838,
-0.04749906523541342,
0.04726974575963207,
-0.04582474523667822,
0.045055827810033665,
-0.04217906509731372,
-0.04181822998525794,
-0.04150374623965017,
-0.037682169761278556,
0.0345179102808074,
0.031277433564697435,
-0.027372673713868298,
0.026370212726242286,
0.023804162030418075,
-0.023630429581056375,
-0.023525615852529175,
-0.02293702969388887,
-0.02047250044269228,
-0.020384019197026,
0.0194730405612638,
-0.018392430653315937,
-0.01762536589344847,
-0.010881627616480195,
-0.010146821062872327,
-0.009768429384676425,
0.00940998535077473,
-0.00832226039918985,
-0.007973485342091592,
-0.007139376167192684,
-0.006883601180747798,
-0.006711052336366908,
-0.006464965725020248,
0.006318285739169123,
0.004272961288613306,
0.0025910794736510962,
0.0021081089255861425,
-0.0019351784181200248,
0.0008948108992697518,
-8.175062283379196e-05
],
"Absolute Coefficient": [
0.16124096194190984,
0.09683121474521703,
0.05926636319551026,
0.05902113545492838,
0.04749906523541342,
0.04726974575963207,
0.04582474523667822,
0.045055827810033665,
0.04217906509731372,
0.04181822998525794,
0.04150374623965017,
0.037682169761278556,
0.0345179102808074,
0.031277433564697435,
0.027372673713868298,
0.026370212726242286,
0.023804162030418075,
0.023630429581056375,
0.023525615852529175,
0.02293702969388887,
0.02047250044269228,
0.020384019197026,
0.0194730405612638,
0.018392430653315937,
0.01762536589344847,
0.010881627616480195,
0.010146821062872327,
0.009768429384676425,
0.00940998535077473,
0.00832226039918985,
0.007973485342091592,
0.007139376167192684,
0.006883601180747798,
0.006711052336366908,
0.006464965725020248,
0.006318285739169123,
0.004272961288613306,
0.0025910794736510962,
0.0021081089255861425,
0.0019351784181200248,
0.0008948108992697518,
8.175062283379196e-05
]
},
"cv_performance": {
"prediction": {
"accuracy": 71.42857142857143,
"precision": 75.0,
"recall": 65.0,
"f1": 68.33333333333333
},
"selection": {
"precision": 3.968412539841111,
"recall": 0.391304347826087,
"f1": 0.7119715640354352,
"jaccard": 0.35812002004000176
}
}
} |