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Table 6 ACT results on the development dataset

From: Detecting experimental techniques and selecting relevant documents for protein-protein interactions from biomedical literature

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
  1. 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.