Choose the correct statements. Select all that apply

A$.$

The batch size is a hyperparameter that defines the number of samples to work through before updating the internal model parmeters.

B$.$

One batch comprises one or more epochs, based on the chosen epoch size, and the model is fit for many batches.

C$.$

A batch is one pass through all of the rows in the training dataset$$

D$.$

The batch size is a number of samples processed before the model is updated.