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Table 22 Performance measures of SVR late integration 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 0.828 0.862 0.512 0.036 0.021 0.834 0.862 0.532 0.037 0.019
2 2 0.834 0.907 0.472 0.021 0.053 0.837 0.897 0.484 0.023 0.056
2 5 0.833 0.961 0.327 0.005 0.123 0.838 0.963 0.328 0.005 0.130
5 1 0.938 0.916 0.856 0.032 0.474 0.940 0.909 0.865 0.033 0.477
5 2 0.949 0.961 0.770 0.009 0.535 0.952 0.963 0.779 0.009 0.541
5 5 0.952 0.937 0.620 0.001 0.570 0.953 0.979 0.630 0.003 0.575
10 1 0.966 0.961 0.872 0.010 0.604 0.965 0.963 0.860 0.010 0.606
10 2 0.970 0.936 0.757 0.001 0.638 0.966 0.977 0.748 0.004 0.638
10 5 0.970 0.860 0.660 0.000 0.652 0.967 0.984 0.675 0.002 0.652