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Table 19 Performance measures of SVM 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 0.829 0.793 0.602 0.071 0.000 0.831 0.788 0.615 0.073 0.000
2 2 0.834 0.813 0.582 0.059 0.024 0.839 0.816 0.596 0.058 0.025
2 5 0.840 0.839 0.544 0.043 0.059 0.845 0.844 0.560 0.042 0.060
5 1 0.842 0.815 0.599 0.058 0.064 0.847 0.821 0.615 0.057 0.066
5 2 0.848 0.839 0.569 0.044 0.092 0.852 0.844 0.587 0.044 0.094
5 5 0.854 0.871 0.531 0.029 0.122 0.857 0.874 0.545 0.030 0.127
10 1 0.884 0.839 0.735 0.058 0.298 0.884 0.844 0.743 0.058 0.303
10 2 0.891 0.863 0.712 0.043 0.322 0.892 0.870 0.717 0.042 0.329
10 5 0.897 0.863 0.621 0.028 0.364 0.894 0.885 0.620 0.031 0.371