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Table 2 Results of Jackknife Test

From: Support Vector Machines for predicting protein structural class

Dataset

Algorithm

Rate of correct prediction for each class

Overall Rate of

      

Correct

  

all-α

all-β

α/β

α+β

Prediction

277 domains

component coupled

84.3%

82.0%

81.5%

67.7%

79.1%

 

neural network

68.6%

85.2%

86.4%

56.9%

74.7%

 

SVM

74.3%

82.0%

87.7%

72.3%

79.4%

498 domains

component coupled

93.5%

88.9%

90.4%

84.5%

89.2%

 

neural network

86.0%

96.0%

88.2%

86.0%

89.2%

SVM

 

88.8%

95.2%

96.3%

91.5%

93.2%