# Validation Set

Validation Set is only used for High Detail modes of Green Classify and Red Analyze.

Validation Set is used to evaluate a model created from the train set on a certain iteration period. This is like an idea of a deep learning model taking a mock exam before a real exam. Based on the evaluation results with the validation set, High Detail architecture calculates losses from validation set and select a final model with the lowest loss.

Tip:

- For the details about the validation loss, please refer to Validation Loss.

- For more information about how to set Validation Set Ratio, please refer to Validation Set Ratio.