Error | Method | L1 loss | L2 loss | FP | FN |
| EN | 5.3876 | 8.3052 | 38.14 | 0.672 |
Q-EN | 3.1422 | 2.5163 | 124.83 | 0.871 | |
Q-lasso | 11.4103 | 21.1308 | 12.37 | 2.05 | |
Q-ridge | 8.6309 | 6.0135 | 392 | 0 | |
MN1 | EN | 5.6724 | 8.9104 | 36.43 | 0.857 |
Q-EN | 4.1052 | 3.7861 | 138.56 | 0.672 | |
Q-lasso | 10.7865 | 23.6209 | 79.82 | 1.54 | |
Q-ridge | 7.2538 | 6.4618 | 392 | 0 | |
t4 | EN | 9.0324 | 12.0174 | 40.96 | 0.564 |
Q-EN | 3.0195 | 2.8739 | 16.38 | 4.35 | |
Q-lasso | 8.1005 | 16.0534 | 7.5 | 1.782 | |
Q-ridge | 6.8751 | 3.5213 | 392 | 0 | |
Laplace | EN | 5.1462 | 8.3367 | 48.57 | 0.243 |
Q-EN | 3.9788 | 1.8142 | 130.026 | 0.538 | |
Q-lasso | 12.9032 | 18.9237 | 40.32 | 2.45 | |
Q-ridge | 8.0914 | 5.7832 | 392 | 0 | |
Cauchy | EN | 9.5261 | 8.6359 | 55.24 | 4.78 |
Q-EN | 4.2843 | 6.1308 | 12.78 | 7.56 | |
Q-Lasso | 21.7933 | 75.4103 | 108.82 | 3.59 | |
Q-ridge | 10.8637 | 4.6724 | 392 | 0 |