Classification on UCI Htru2 (test)
98AccuracyBSM
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| BSMNorm=Z-score, LR=0.0012026.03 | 98 | — | 0.4 | 31 | |
| GPDNorm=[−1, 1], alpha_epsilon=0.01, LR=0.012026.03 | 98 | — | 0.08 | 4 | |
| SVGPCNorm=[−1, 1], LR=0.012026.03 | 98 | — | 0.07 | 4 | |
| Uncollapsed-ILRNorm=[−1, 1], LR=0.012026.03 | 98 | — | 0.07 | 4 | |
| Collapsed-ILRNorm=Z-score, lambda=0.99, LR=0.012026.03 | 98 | — | 0.07 | 4 | |
| C4.5depth=6, Train Size=143182026.01 | 97.7 | — | — | — | |
| CA-ConTreedepth=6, Train Size=143182026.01 | 97.6 | — | — | — | |
| LSMNorm=[−1, 1], LR=0.012026.03 | 97 | — | 0.09 | 5 | |
| Contreedepth=6, Train Size=143182026.01 | 90.6 | — | — | — | |
| ERMArchitecture=2 hidden layers of 128 ReLU units, Optimizer=Adam, Epochs=10, Batch size=162017.10 | — | 2 | — | — | |
| mixupArchitecture=2 hidden layers of 128 ReLU units, Optimizer=Adam, Epochs=10, Batch size=162017.10 | — | 2 | — | — |