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ACT results on the development dataset
| System | F1 score | Specificity | Sensitivity | Accuracy | Matthews Coef | AUC iP/R |
|---|---|---|---|---|---|---|
| SVMMeSH ID | 14.05 | 96.62 | 8.80 | 81.65 | 10.05 | 20.75 |
| SVMMeSH Tree | 15.68 | 96.11 | 10.12 | 81.45 | 10.80 | 21.04 |
| LRMeSH ID | 27.01 | 61.09 | 45.16 | 58.38 | 4.80 | 19.16 |
Results on the ACT development dataset with models trained on the training dataset (%). SVMMeSH ID – SVM with MeSH identifiers; SVMMeSH Tree – SVM with MeSH tree structure; LR – LR with MeSH identifiers.
