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Typo correction performance in the NCBI-disease and SPR datasets
| Datasets | Algorithms | Precision | Recall | f1-score | Support |
|---|---|---|---|---|---|
| NCBI-disease | SymSpell | 0.62 | 0.7 | 0.67 | 3944 |
| Proposed model | 0.65 | 0.81 | 0.72 | ||
| SPR | SymSpell | 0.59 | 0.7 | 0.64 | 3671 |
| Proposed model | 0.70 | 0.76 | 0.73 |
The occurrences of each type of word. ‘support’ means the number of words in the data. The performance of the proposed model was improved by 5% and 9% for each dataset, respectively.
