Table 1 Evaluation of Algorithm 1 on the MNIST Dataset
Digit | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 |
|---|---|---|---|---|---|---|---|---|---|
γ ∗ | 7.0 | 3.0 | 7.0 | 3.2 | 3.2 | 7.0 | 7.0 | 3.2 | 4.2 |
\(\hat {\gamma }\) | 5.45 (0.15) | 3.10 (0.14) | 6.41 (0.11) | 4.92 (0.16) | 3.20 (0.14) | 6.04 (0.15) | 4.98 (0.17) | 4.40 (0.18) | 5.08 (0.15) |
\(h_{S_{gt}}^{(\gamma ^{*})}\) | 0.065 | 0.166 | 0.035 | 0.141 | 0.131 | 0.011 | 0.052 | 0.116 | 0.135 |
\(h_{S_{gt}}^{(\hat {\gamma })}\) | 0.073 (9e-4) | 0.174 (8e-4) | 0.041 (1e-3) | 0.185 (4e-3) | 0.148 (2e-3) | 0.017 (1e-3) | 0.074 (2e-3) | 0.142 (2e-3) | 0.149 (9e-4) |
\(h_{S_{gt}}^{(1)}\) | 0.175 | 0.248 | 0.216 | 0.258 | 0.233 | 0.107 | 0.203 | 0.215 | 0.285 |