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{
"significant_genes": {
"Variable": [
"KATNIP",
"CMTM4",
"GABBR1",
"RBPJ",
"NEDD8",
"DCAF1",
"TOP1MT",
"PLCB1",
"MZF1",
"SPAG1",
"ENAH",
"IGFBP5",
"UCN2",
"PSTPIP1",
"VGF",
"BPTF",
"MEGF8",
"ZNF438",
"TBCA",
"BRD10",
"FLT3LG",
"PAWR"
],
"Coefficient": [
0.07085924187287808,
0.051079620868135604,
-0.03619992082004458,
0.026625858208084833,
-0.025169142541210287,
0.018498450806039648,
0.017211494051347757,
-0.0149702837680976,
0.014663030610991291,
0.014630039835172538,
0.01354871439774885,
0.013035076277974322,
0.012628840012617286,
0.012231393509709457,
-0.010246531847841146,
0.008794175358224776,
0.0070357397318138795,
0.0062523095911536306,
-0.005024987040392639,
0.004490337130391853,
0.0026601673071949363,
0.0007844153112550599
],
"Absolute Coefficient": [
0.07085924187287808,
0.051079620868135604,
0.03619992082004458,
0.026625858208084833,
0.025169142541210287,
0.018498450806039648,
0.017211494051347757,
0.0149702837680976,
0.014663030610991291,
0.014630039835172538,
0.01354871439774885,
0.013035076277974322,
0.012628840012617286,
0.012231393509709457,
0.010246531847841146,
0.008794175358224776,
0.0070357397318138795,
0.0062523095911536306,
0.005024987040392639,
0.004490337130391853,
0.0026601673071949363,
0.0007844153112550599
]
},
"cv_performance": {
"prediction": {
"accuracy": 84.61538461538461,
"precision": 86.41666666666666,
"recall": 83.44611528822055,
"f1": 84.23481587757055
},
"selection": {
"precision": 5.8,
"recall": 0.17262638717632553,
"f1": 0.3352161170895733,
"jaccard": 0.16792383854982243
}
}
} |