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Table 7 Machine learning results with post-processing on the development corpus

From: Ambiguity and variability of database and software names in bioinformatics

Fold

Recall (%)

Precision (%)

F-score (%)

  1

51 (44)

71 (60)

59 (51)

  2

44 (35)

88 (71)

59 (47)

  3

51 (44)

76 (66)

61 (53)

  4

65 (60)

73 (67)

69 (63)

  5

80 (76)

74 (70)

77 (73)

Min

44 (35)

71 (60)

59 (47)

Max

80 (76)

88 (71)

77 (73)

Mean

58 (52)

76 (67)

65 (58)

Micro Avg

56 (50)

76 (67)

65 (57)

  1. Strict scores provided in brackets
  2. P Precision, R Recall, F F-score on the development set using machine learning with post-processing (5-cross fold)