Table 1 Numerical results for Example 1.
From: Batch gradient based smoothing L2/3 regularization for training pi-sigma higher-order networks
Algorithms | AvTrEr | AvNuNeEl |
|---|---|---|
O\({\text{L}}_{2}\) | 0.0147 | 2.0 |
O\({\text{L}}_{1}\) | 0.0138 | 2.3 |
O\({\text{L}}_{2/3}\) | 0.0164 | 1.4 |
O\({\text{L}}_{1/2}\) | 0.0194 | 0.9 |
S\({\text{L}}_{1/2}\) | 0.0171 | 1.1 |
S\({\text{L}}_{2/3}\) | 0.0131 | 2.6 |
