The optimizer repeatedly samples its examples and minimizes the training objective. It must remain separated from validation and test sets to avoid evaluating the model on material it learned directly.
A training set is the portion of a dataset used to fit model parameters.
The optimizer repeatedly samples its examples and minimizes the training objective. It must remain separated from validation and test sets to avoid evaluating the model on material it learned directly.