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Table 16 Multikernel SVM and SVR test results as intermediate integration for S2783 data set.

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

  SVM SVR
  Accuracy Precision Recall FP Rate Accuracy Precision Recall FP Rate
S O 0.800 0.716 0.589 0.107 0.789 0.688 0.570 0.115
S O * 0.799 0.708 0.604 0.114 0.790 0.692 0.569 0.113
T O 0.805 0.710 0.621 0.113 0.797 0.705 0.580 0.107
T O * 0.802 0.697 0.629 0.122 0.792 0.677 0.611 0.129
S T 0.806 0.705 0.636 0.119 0.793 0.681 0.607 0.126
S T * 0.804 0.700 0.633 0.121 0.789 0.671 0.610 0.132