AI glossary
What is validation set?
Short answer
Data held out from training to tune settings and check for overfitting.
For example
Keep 10% of your labelled photos aside. Check accuracy on them after each epoch: if it starts falling while training accuracy keeps rising, the model is overfitting.
Related terms
Questions
What is validation set in simple terms?
Data held out from training to tune settings and check for overfitting.
What is an example of validation set?
Keep 10% of your labelled photos aside. Check accuracy on them after each epoch: if it starts falling while training accuracy keeps rising, the model is overfitting.