Dataset
Preparing your dataset is very important.
This article recommends starting with an 80% train, 10% validation and 10% test.
We split the dataset into 3:
- Training Set (60-80%)
- Validation Set (10-20%)
- Test Set (10-20%) → Never use the test set until the very end, validate hyperparameters on the validation set