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.
Validation set is not used in Red Analyze High Detail Quick and Green Classify High Detail Quick.