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Table 1 Results of Self-Consistency 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 95.7% 93.4% 95.1% 92.3% 94.2%
  neural network 98.6% 93.4% 96.3% 84.6% 93.5%
  SVM 100% 100% 100% 100% 100%
498 domains component coupled 95.8% 95.2% 94.9% 95.4% 95.8%
  neural network 100% 98.4% 96.3% 84.5% 94.6%
  SVM 100% 100% 100% 100% 100%