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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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