Table 1 Fivefold cross validation results of the ELMDA framework
From: Prediction of disease-related miRNAs by voting with multiple classifiers
Fold | Precision | Recall | F1-score | AUC | AUPR |
|---|---|---|---|---|---|
1 | 0.8709 | 0.8469 | 0.8587 | 0.9225 | 0.9200 |
2 | 0.8359 | 0.8412 | 0.8386 | 0.9216 | 0.9250 |
3 | 0.8544 | 0.8704 | 0.8623 | 0.9298 | 0.9261 |
4 | 0.8326 | 0.8510 | 0.8417 | 0.9207 | 0.9195 |
5 | 0.8463 | 0.8579 | 0.8521 | 0.9201 | 0.9184 |
Average | 0.8480 ± 0.0138 | 0.8535 ± 0.0101 | 0.8507 ± 0.0093 | 0.9229 ± 0.0035 | 0.9218 ± 0.0031 |