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Table 5 Cross validation of the rule sets. The fungus testing dataset was used to evaluate the rule sets generated from the A, B, C, D, and E training datasets.

From: Association algorithm to mine the rules that govern enzyme definition and to classify protein sequences

 

A rule set

B rule set

C rule set

D rule set

E rule set

 

precision

confidence

precision

confidence

precision

confidence

precision

confidence

precision

confidence

A testing data

71%

69%

72%

69%

59%

56%

46%

42%

52%

48%

B testing data

68%

67%

76%

74%

61%

59%

43%

41%

51%

49%

C testing data

72%

68%

69%

65%

87%

85%

79%

76%

66%

62%

D testing data

66%

61%

43%

38%

74%

72%

88%

85%

68%

65%

E testing data

52%

50%

65%

62%

60%

58%

64%

62%

77%

75%

  1. A: actinobacteria B: bacillales C: fungi D: nematode + arthropoda E: viridiplantae