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Table 5 Comparison results – BioInfer data set

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

Algorithms

Measures

 

Precision

Recall

AUC

SVM

65.89%

54.6%

0.843

RS-SVM

64.5%

55.2%

0.847

C-SVM

70.24%

60.2%

0.86

BT-SVM

79.29%

63.1%

0.918

BTDA-SVM

82.52%

65.2%

0.93

Graph Kernel [1]

47.7%

59.9%

0.849

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BMC Bioinformatics

ISSN: 1471-2105

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