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Table 3 Prediction results.

From: Towards a semi-automatic functional annotation tool based on decision-tree techniques

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Test

Method

hP

hR

hF

pr

L. bulgaricus + L. sakei

3-CV

Multilabel

86.6%

52.2%

65.1%

73.7%

  

TILDE

86.7%

51.9%

64.9%

76.4%

L. sakei

L. bulgaricus

Multilabel

85.3%

47.4%

60.9%

72.2%

  

TILDE

82.6%

44.5%

57.8%

96.8%

  

combined-Multilabel

81.4%

55.3%

65.9%

98.3%

  

combined-TILDE

81.5%

44.7%

57.7%

98.3%

L. bulgaricus

L. sakei

Multilabel

80.5%

52.7%

63.7%

78.1%

  

TILDE

85.9%

65.2%

74.1%

96.8%

  

combined-Multilabel

79.7%

61.4%

69.4%

98.5%

  

combined-TILDE

86.0%

66.8%

75.2%

98.5%

  1. Results observed for a confidence threshold set to 0.75 in the leaves.