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{
"significant_genes": {
"Variable": [
"IGKV3-31",
"OR10G4",
"MIR648",
"DLD",
"OR8D4",
"HTR3B",
"EVA1C",
"ZNF469",
"MAP3K9",
"BCAP29",
"HERC5",
"FIGLA",
"SNORD113-1",
"PSMD11",
"CNN3",
"ASCL3",
"FNDC8",
"RBP4",
"GATB",
"S100A16",
"NAA20",
"PACSIN2",
"SLC9B1P1",
"ARFGAP3"
],
"Coefficient": [
0.08600510330623455,
-0.03815987840243621,
0.03528787241701227,
-0.035101716330737186,
0.027721569990821277,
-0.027011542708623763,
0.019284285571510396,
-0.013440450075309186,
-0.012750824648600124,
-0.01229500501097917,
0.009492183822190962,
-0.00775723917371189,
0.006729902162476667,
0.006624781346467683,
0.006105018175175113,
-0.005427185478623892,
-0.004811474977619421,
-0.0033921928731407945,
0.00295394764872199,
0.0023757903619352904,
0.0018067037184910561,
-0.001179512830570193,
3.223190801108244e-05,
-4.771139086965065e-06
],
"Absolute Coefficient": [
0.08600510330623455,
0.03815987840243621,
0.03528787241701227,
0.035101716330737186,
0.027721569990821277,
0.027011542708623763,
0.019284285571510396,
0.013440450075309186,
0.012750824648600124,
0.01229500501097917,
0.009492183822190962,
0.00775723917371189,
0.006729902162476667,
0.006624781346467683,
0.006105018175175113,
0.005427185478623892,
0.004811474977619421,
0.0033921928731407945,
0.00295394764872199,
0.0023757903619352904,
0.0018067037184910561,
0.001179512830570193,
3.223190801108244e-05,
4.771139086965065e-06
]
},
"cv_performance": {
"prediction": {
"accuracy": 68.0,
"precision": 20.0,
"recall": 16.666666666666664,
"f1": 18.0
},
"selection": {
"precision": 5.107142857142857,
"recall": 0.1440922190201729,
"f1": 0.28019260496476733,
"jaccard": 0.14052889851579914
}
}
} |