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Overview of databases used for experimental evaluation.
| MNIST | WBC | Angio | |
|---|---|---|---|
| Normalization method | Min-max | Mean-std | Min-max |
| Input dimension | (28, 28) | (1, 9) | (256, 256) |
| Output dimension | (1, 10) | (1, 12) | (1, 1) |
| Data augmentation | — | — | Rotation/shifting/zooming |
| Number of training samples | 50000 | 7000 | 1996 (7984∗) |
| Number of validation samples | 10000 | 1000 | 680 |
| Number of testing samples | 10000 | 2000 | 702 |
∗After augmentation.
