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{
"significant_genes": {
"Variable": [
"MSH4",
"HYMAI",
"OR2D3",
"TEKTL1",
"MT4",
"LINC00200",
"OR8B2",
"C6orf58",
"ADAMTS18",
"GPR148",
"PRSS58",
"PCDHB17P",
"IL17REL",
"BMP15",
"OR4K17",
"PCAT4",
"TPSD1",
"WFDC10A",
"OR1B1",
"LCE2C"
],
"Coefficient": [
-0.3437178819037543,
0.32513772457233225,
-0.2481459353188486,
0.2428599242162888,
0.20485091867338645,
0.17789224725442432,
0.14956409318249816,
-0.13491518881432352,
0.12903908254375185,
-0.07999191175542346,
-0.06786051441293892,
0.06757230952138257,
-0.06198453418320532,
-0.061509638877058695,
0.05971469051620481,
-0.057971994349338474,
-0.05616454500363595,
-0.011261699882782823,
-0.0025126083334094857,
0.0003688977887389246
],
"Absolute Coefficient": [
0.3437178819037543,
0.32513772457233225,
0.2481459353188486,
0.2428599242162888,
0.20485091867338645,
0.17789224725442432,
0.14956409318249816,
0.13491518881432352,
0.12903908254375185,
0.07999191175542346,
0.06786051441293892,
0.06757230952138257,
0.06198453418320532,
0.061509638877058695,
0.05971469051620481,
0.057971994349338474,
0.05616454500363595,
0.011261699882782823,
0.0025126083334094857,
0.0003688977887389246
]
},
"cv_performance": {
"prediction": {
"accuracy": 99.28571428571428,
"precision": 99.28571428571428,
"recall": 100.0,
"f1": 99.64106134447282
},
"selection": {
"precision": 0.6577540106951871,
"recall": 0.31496062992125984,
"f1": 0.42490842490842484,
"jaccard": 0.21359002107421537
}
}
} |