Skip to main content

Advertisement

Table 24 Performance measures of SVR intermediate integration (TO) for S2783 data set with reject option.

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

   cv test
λ α Acc. Prec. Recall FP Rate Reject Acc. Prec. Recall FP Rate Reject
2 1 0.810 0.723 0.595 0.099 0.035 0.808 0.715 0.596 0.102 0.037
2 2 0.839 0.843 0.405 0.026 0.177 0.840 0.855 0.393 0.024 0.185
2 5 0.843 0.589 0.101 0.001 0.258 0.841 0.946 0.103 0.003 0.260
5 1 0.918 0.887 0.629 0.021 0.505 0.917 0.889 0.615 0.022 0.515
5 2 0.926 0.589 0.275 0.002 0.555 0.924 0.946 0.268 0.004 0.562
5 5 0.926 0.310 0.127 0.000 0.565 0.925 0.877 0.125 0.001 0.573
10 1 0.961 0.589 0.436 0.003 0.698 0.952 0.946 0.458 0.005 0.697
10 2 0.963 0.310 0.200 0.000 0.708 0.953 0.877 0.256 0.001 0.708
10 5 0.963 0.310 0.200 0.000 0.708 0.953 0.877 0.256 0.001 0.708