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Table 4 ACT results on the test 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 57.44 96.03 49.23 88.93 52.237 49.26
SVMMeSH Tree 59.01 94.97 53.63 88.70 52.890 51.65
LRMeSH ID 59.64 93.93 56.92 88.32 52.914 65.24
  1. Results on the ACT test dataset (%). SVMMeSH ID – SVM with MeSH identifiers; SVMMeSH Tree – SVM with MeSH tree structure; LR – LR with MeSH identifiers.
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BMC Bioinformatics

ISSN: 1471-2105

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