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Results of MLM, RBM and combined approach
| Element P | Element I | |
|---|---|---|
| Precision | ||
| MLM | 85% | 65% |
| RBM | 61% | 40% |
| Combined (MLM & RBM) | 77% | 51% |
| Recall | ||
| MLM | 74% | 57% |
| RBM | 72% | 86% |
| Combined (MLM & RBM) | 83% | 86% |
| F-score | ||
| MLM with CRF | 79% | 60% |
| RBM | 66% | 55% |
| Combined (MLM & RBM) | 80% | 64% |
| ALTA [12] best F-scores | ||
| MLM with CRF | 58% | 35% |
| Paper [11] best F-scores | ||
| MLM with CRF | 81.3% | 81.1% |
