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Table 4 Results of combinations of different methods with baseline

From: Mapping anatomical related entities to human body parts based on wikipedia in discharge summaries

 

Precision

Recall

F1

Δ F1

B

83.87%

60.37%

70.20%

-

B+N

86.87%

67.00%

75.65%

5.45%

B+D

86.16%

67.12%

75.46%

5.26%

B+F

86.24%

68.66%

76.45%

6.25%

B+D&F

86.51%

69.19%

76.89%

6.69%

B+N+D

88.48%

79.15%

83.55%

13.35%

B+N+F

88.47%

79.09%

83.52%

13.32%

B+N+D&F

89.11%

84.36%

86.67%

16.47%

  1. Note: B-Baseline, N-Normalization, D-Distance, F-Frequency, D&F-Distance & Frequency