GenoTEX / output /regress /Duchenne_Muscular_Dystrophy /significant_genes_condition_None.json
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{
"significant_genes": {
"Variable": [
"LIAT1",
"OCIAD2",
"BAMBI",
"TCEAL1",
"NMRAL1",
"RPS4Y1",
"BDNF",
"H1-2",
"ALG11",
"MEIS2",
"PLS1",
"ULBP2",
"PDPN",
"RPAP1",
"STRADB"
],
"Coefficient": [
-0.09491298305151248,
-0.08273371197283699,
-0.06845091868843574,
0.04182685034017606,
0.036280002932924424,
0.03323916771437359,
-0.027133224704858124,
-0.019840135909540403,
-0.018279317169853936,
-0.01695957796762812,
-0.016512908599485416,
-0.01289770467040703,
0.005279140088023099,
-0.004885488205347705,
0.0032618067531843343
],
"Absolute Coefficient": [
0.09491298305151248,
0.08273371197283699,
0.06845091868843574,
0.04182685034017606,
0.036280002932924424,
0.03323916771437359,
0.027133224704858124,
0.019840135909540403,
0.018279317169853936,
0.01695957796762812,
0.016512908599485416,
0.01289770467040703,
0.005279140088023099,
0.004885488205347705,
0.0032618067531843343
]
},
"cv_performance": {
"prediction": {
"accuracy": 100.0,
"precision": 100.0,
"recall": 100.0,
"f1": 100.0
},
"selection": {
"precision": 4.333617504973003,
"recall": 0.8333333333333333,
"f1": 1.3949762485338804,
"jaccard": 0.7036255330090638
}
}
}