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Table 3 Results (%) of the machine-learning and hybrid species taggers. Accuracy (%) of the machine-learning based species tagger and the hybrid species tagger as tested on the EPPI and TE devtest datasets. An 'Overall' score is the micro-average of a system's accuracy on both datasets.

From: Distinguishing the species of biomedical named entities for term identification

 

BL

EPPI Model

TE Model

Combined Model

EPPI Model+Rules

TE Model+Rules

Combined Model+Rules

EPPI devtest

60.56

73.03

58.67

72.28

74.24

59.67

73.77

TE devtest

30.22

67.15

69.82

67.20

67.53

70.14

67.47

Overall

48.88

70.77

62.96

70.33

71.66

63.70

71.34