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Table 20 Performance measures of SVR early integration (SO) 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 0.835 0.862 0.538 0.038 0.020 0.836 0.859 0.544 0.039 0.019
2 2 0.838 0.883 0.519 0.030 0.038 0.839 0.878 0.526 0.031 0.036
2 5 0.839 0.947 0.280 0.003 0.147 0.839 0.963 0.278 0.004 0.149
5 1 0.931 0.894 0.887 0.051 0.513 0.926 0.886 0.880 0.054 0.516
5 2 0.952 0.947 0.750 0.007 0.608 0.947 0.963 0.743 0.010 0.612
5 5 0.954 0.857 0.571 0.001 0.640 0.949 0.997 0.530 0.000 0.646
10 1 0.966 0.947 0.827 0.008 0.656 0.961 0.963 0.826 0.010 0.658
10 2 0.968 0.913 0.749 0.003 0.677 0.963 0.976 0.749 0.006 0.678
10 5 0.969 0.775 0.586 0.000 0.695 0.965 0.999 0.566 0.000 0.699