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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.