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Table 1 Prediction performance on Cull5547 dataset

From: FLEXc: protein flexibility prediction using context-based statistics, predicted structural features, and sequence information

  QR QI QF Q3
PSSM Only 56.7 50.4 51.3 52.6
PSSM+Scores 57.5 56.0 58.9 57.3
All-features (FLEXc) 61.7 57.2 66.6 61.0
  1. Comparison of prediction accuracy using PSSM-only encoding, PSSM+context-based scores encoding, and all-features encoding on Cull5547 using 7-fold cross validation. All-features including PSSM, context-based scores, predicted secondary structures and solvent accessibility, and amino acid physicochemical properties