{ | |
"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 | |
} | |
} | |
} |