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Table 8 Machine learning results without post-processing on the development set

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

Fold

Recall (%)

Precision (%)

F-score (%)

  1

46 (41)

78 (69)

58 (51)

  2

42 (35)

89 (75)

57 (48)

  3

45 (41)

75 (70)

56 (52)

  4

60 (55)

71 (66)

65 (60)

  5

76 (74)

74 (72)

75 (73)

Min

42 (35)

71 (66)

56 (52)

Max

76 (74)

89 (75)

75 (73)

Mean

54 (49)

78 (70)

62 (57)

Micro Avg

52 (47)

77 (70)

62 (56)

  1. P Precision, R Recall, F F-score on the development set using machine learning without post-processing (5-cross fold). Strict scores provided in brackets