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Table 4 Experimental results – BioCreative2 PPI data set

From: Combining active learning and semi-supervised learning techniques to extract protein interaction sentences

Algorithms

Measures

 

Precision

Recall

F-score

SVM

70.23%

51.21%

58.33%

RS-SVM

71.7%

56.54%

62.5%

C-SVM

78.23%

88.68%

83.65%

BT-SVM

81.75%

93.5%

85.96%

BTDA-SVM

85.92%

95.32%

86.85%

TSVM-edit [36]

85.62%

84.89%

85.22%

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BMC Bioinformatics

ISSN: 1471-2105

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