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Table 1 Prediction accuracies of our method for three datasets and comparison with other reported results.

From: Prediction of protein structural classes for low-homology sequences based on predicted secondary structure

Dataset Reference Prediction accuracy (%)  
   α β α + β α/β Overall
25PDB [6] 69.1 61.6 60.1 38.3 57.1
  [22] 60.6 60.7 44.3 67.9 58.6
  [5] NA NA NA NA 59.9
  [15] 77.4 66.4 45.4 61.3 62.7
  [17] 64.3 65.0 61.7 65.0 64.0
  [16] 93.7 81.3 71.7 73.1 80.3
  This paper 92.8 83.3 70.1 85.8 82.9
640 [21] 73.9 61.0 33.9 81.9 62.3
  [16] 90.6 81.8 66.7 85.9 80.8
  This paper 89.1 85.1 71.4 88.1 83.1
1189 [7] NA NA NA NA 53.8
  [6] 57.0 62.9 25.3 64.6 53.9
  [23] NA NA NA NA 54.7
  [14] 48.9 59.5 26.6 81.7 56.9
  [5] NA NA NA NA 58.9
  [17] 62.3 67.7 63.1 66.5 65.2
  [21] 75.8 75.2 31.8 82.6 67.6
  [16] 87.4 84.7 53.1 84.7 78.3
  This paper 89.2 86.7 65.6 82.6 81.3
  1. The accuracies are evaluated by jackknife test and measured by the percentage of correctly predicted Proteins. The best results are highlighted in bold face.
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