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CzeSL Error Model
Loganathan Ramasamy edited this page May 25, 2015
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| Error model-edit-distance | Precision | Recall | F1-score |
|---|---|---|---|
| Richter-1-edit-distance | 95.7 | 90.8 | 93.2 |
| CzeSL-1-edit-distance | 95.3 | 93.1 | 94.2 |
| Richter-2-edit-distance | 95.0 | 95.9 | 95.4 |
| CzeSL-2-edit-distance | 95.0 | 96.8 | 95.9 |
| Richter-3-edit-distance | 95.0 | 95.9 | 95.4 |
| CzeSL-3-edit-distance | 95.0 | 96.8 | 95.9 |
| Richter-4-edit-distance | 95.0 | 95.9 | 95.4 |
| CzeSL-4-edit-distance | 95.0 | 96.8 | 95.9 |
| Richter-5-edit-distance | 95.0 | 95.9 | 95.4 |
| CzeSL-5-edit-distance | 95.0 | 96.8 | 95.9 |
The above experiments use unpruned SYN2005 language model created from the Czech National Corpus.
| # | top-1 | top-1 | top-1 | top-2 | top-2 | top-2 | top-3 | top-3 | top-3 |
|---|---|---|---|---|---|---|---|---|---|
| Error model-edit_distance | precision | recall | F1-score | precision | recall | F1-score | precision | recall | F1-score |
| Richter-1-edit-distance | 87.9 | 90.1 | 89.0 | 92.3 | 90.5 | 91.4 | 93.7 | 90.7 | 92.2 |
| CzeSL-1-edit-distance | 87.3 | 92.5 | 89.9 | 91.1 | 92.8 | 91.9 | 93.4 | 93.0 | 93.2 |
| Richter-2-edit-distance | 86.8 | 95.5 | 91.0 | 91.8 | 95.7 | 93.7 | 93.2 | 95.8 | 94.5 |
| CzeSL-2-edit-distance | 86.9 | 96.5 | 91.5 | 91.4 | 96.7 | 94.0 | 93.7 | 96.7 | 95.2 |
| Richter-3-edit-distance | 86.8 | 95.5 | 91.0 | 91.4 | 95.7 | 93.5 | 92.7 | 95.8 | 94.2 |
| CzeSL-3-edit-distance | 86.9 | 96.5 | 91.5 | 91.4 | 96.7 | 94.0 | 93.7 | 96.7 | 95.2 |
| Richter-4-edit-distance | 86.8 | 95.5 | 91.0 | 91.4 | 95.7 | 93.5 | 92.7 | 95.8 | 94.2 |
| CzeSL-4-edit-distance | 86.9 | 96.5 | 91.5 | 91.4 | 96.7 | 94.0 | 93.7 | 96.7 | 95.2 |
| Richter-5-edit-distance | 86.8 | 95.5 | 91.0 | 91.4 | 95.7 | 93.5 | 92.7 | 95.8 | 94.2 |
| CzeSL-5-edit-distance | 86.9 | 96.5 | 91.5 | 91.4 | 96.7 | 94.0 | 93.7 | 96.7 | 95.2 |