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Table 2 Comparison of accuracies for electrostatic and desolvation energies as properties.

From: The role of electrostatic energy in prediction of obligate protein-protein interactions

Dataset

SMO

NB

k-NN

LDR

 

DE

EE

DE

EE

DE

EE

DE

EE

ZH-AT

72.52%

96.95%

72.52%

94.65%

64.12%

95.42%

74.34%

95.42%

ZH-AA

66.42%

97.70%

75.91%

92.37%

54.74%

96.18%

72.13%

93.89%

MW-AT

77.30%

96.04%

77.96%

89.44%

74.43%

95.71%

78.95%

96.30%

MW-AA

73.93%

98.68%

72.39%

90.10%

57.36%

98.68%

75.15%

92.08%

  1. Prediction accuracies of SMO, NB, k-NN and LDR for all datasets of ZH and MW (ZH-AA, ZH-AT, MW-AA and MW-AT) using desolvation energy (DE) and electrostatic energy (EE) as properties.