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Table 3 Prediction accuracy after optimization.

From: Prediction of flexible/rigid regions from protein sequences using k-spaced amino acid pairs

   rigid regions flexible regions      
Method Accuracy1 sensitivity specificity sensitivity specificity MCC TP FP FN TN
FlexRP 79.51% 88.52% 82.85% 59.71% 70.24% 0.51 3478 720 451 1067
SVM 79.22% 88.93% 82.27% 57.86% 70.39% 0.50 3494 753 435 1034
Naïve Bayes 78.41% 80.15% 87.40% 74.59% 63.09% 0.53 3149 454 780 1333
  1. 1 The results were based on the best performing representation that includes 95 features selected using the entropy based selection method.