Basic convolutional neural networks for measuring and comparing the effects of using different number of patience with early stopping on the multi-class classification loss for multi-class image classification.
For all the experiments, we used the SVHN dataset.
Early stopping is utilized to avoid overfitting while training.
For the early stopping, the following patience values are tested:
| Patience (epochs) |
|---|
| 0 |
| 1 |
| 2 |
| 5 |