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{
"significant_genes": {
"Variable": [
"HYMAI",
"MSH4",
"OR2D3",
"TEKTL1",
"MT4",
"LINC00200",
"OR8B2",
"ADAMTS18",
"IL17REL",
"PCDHB17P",
"C6orf58",
"GPR148",
"BMP15",
"OR4K17",
"PCAT4",
"TPSD1",
"WFDC10A",
"PRSS58",
"OR1B1"
],
"Coefficient": [
0.27432827718390534,
-0.26804828731422736,
-0.22379241131300098,
0.21628641493342865,
0.2004188062510142,
0.15800984260618622,
0.126598392788767,
0.10526849994252178,
-0.08955795384229302,
0.08834825122962982,
-0.07227777793040333,
-0.06546391655655298,
-0.04710651075622771,
0.04327982297793617,
-0.03696305997499022,
-0.03565339035229774,
-0.03046129399889197,
-0.021661839258925383,
-0.0011408723454218851
],
"Absolute Coefficient": [
0.27432827718390534,
0.26804828731422736,
0.22379241131300098,
0.21628641493342865,
0.2004188062510142,
0.15800984260618622,
0.126598392788767,
0.10526849994252178,
0.08955795384229302,
0.08834825122962982,
0.07227777793040333,
0.06546391655655298,
0.04710651075622771,
0.04327982297793617,
0.03696305997499022,
0.03565339035229774,
0.03046129399889197,
0.021661839258925383,
0.0011408723454218851
]
},
"cv_performance": {
"prediction": {
"accuracy": 99.28571428571428,
"precision": 99.28571428571428,
"recall": 100.0,
"f1": 99.64106134447282
},
"selection": {
"precision": 0.7240393775801841,
"recall": 0.31496062992125984,
"f1": 0.43607062448157363,
"jaccard": 0.21923387942136632
}
}
} |