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Table 4 Prediction results after feature reduction.

From: Interaction prediction and classification of PDZ domains

  TPR FPR Precision AUC Accuracy (%)
  Trigram Bigram Trigram Bigram Trigram Bigram Trigram Bigram Trigram Bigram
Interaction prediction 0.744 0.786 0.096 0.07 0.798 0.851 0.905 0.948 85 88.1
Classification* 0.942 0.86 0.044 0.096 0.942 0.859 0.994 0.966 94.2 86
  1. * Weighted average result for multi-class learning (Class I, Class II, Class I-II)