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