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Table 3 Prediction results for class prediction of PDZ domains for both trigram and bigram models.

From: Interaction prediction and classification of PDZ domains

  TP Rate FP Rate Precision Accuracy (%)
  Trigram Bigram Trigram Bigram Trigram Bigram Trigram Bigram
ClassI, ClassII, Class I-II* 0.907 0.895 0.081 0.093 0.911 0.902 90.7 89.5
ClassI, ClassII 0.918 0.956 0 0.200 1 0.915 93.8 90.8
ClassI, ClassI-II 0.900 0.955 0 0.227 1 0.894 92.4 89.4
ClassII, ClassI-II 1 0.813 0.107 0 0.812 1 92.7 92.7
  1. *The first row shows a multi-class learning and remaining rows shows the binary-class learning for pair wise combinations of three classes. For multi-class learning, weighted average results were shown.