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Table 12 Comparison of best of three integration methods for S1615 data set.

From: Machine learning integration for predicting the effect of single amino acid substitutions on protein stability

  early late intermediate
  (ST.PAM CB.SVM) (ST.PAM CB.SVM) + (TO.BFA.SVM) + (ST.CB BFB.DT) + (TO.CB BFA BFB.k-NN) (TO.PAM CB BFA BFB.SVM)
cv 0.842 ± 0.047 0.847 ± 0.046 0.826 ± 0.044
test 0.904 ± 0.004 0.903 ± 0.005 0.879 ± 0.006
  1. early = late > intermediate according to paired t-test