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Table 14 The precision, recall, and FP rates of the most accurate classifiers and regressors on the test set in early integration for S2783 data set.

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

  SVM SVR
  S O T O * S T * S O T O * S T *
Precision 0.790 0.807 0.784 0.854 0.868 0.855
Recall 0.612 0.579 0.614 0.527 0.501 0.529
FP rate 0.072 0.061 0.075 0.040 0.034 0.040