Research Article
An Ensemble Multilabel Classification for Disease Risk Prediction
Table 10
Performance evaluation for different multilabel methods.
| Metrics | ELPPJD_SE | ELPPJD_LS | RAkEL_C4.5 | HOMER_RF |
| Avg accuracy | 0.516 | 0.8859 | 0.583 | 0.5152 | Precisionmicro | 0.516 | 0.8859 | 0.543 | 0.6639 | Recallmicro | 0.516 | 0.8859 | NaN | 0.6767 | F1micro | 0.516 | 0.8859 | 0.744 | 0.6702 | Precisionmacro | 0.52 | 0.8082 | NaN | 0.6045 | Recallmacro | 0.5046 | 0.8603 | NaN | 0.6409 | F1macro | 0.5122 | 0.8334 | 0.575 | 0.5936 |
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