Table 2 Classification results on reduced STL-10 dataset with overlapping pooling
From: The effect of whitening transformation on pooling operations in convolutional autoencoders
Pooling size | Pooling stride | Pooling type | Unwhitened | Whitened ( ε = 0.1) |
|---|---|---|---|---|
19 × 19 | 10 | Avg | 75.80% | 81.34% |
Max | 78.12% | 80.22% | ||
Ada | 77.34% | 81.06% | ||
5 | Avg | 76.06% | 81.78% | |
Max | 78.56% | 80.50% | ||
Ada | 77.84% | 81.25% |