AI Blog

AI Blog

by Michele Laurelli

Test Data

Concept
Definition

Data held out for final evaluation of a trained model, never seen during training.

Used to assess real-world performance. Should only be used once at the end. Prevents overfitting to validation set.

Examples

1

20% holdout test set

2

Final evaluation data

3

Unseen examples

Michele Laurelli - AI Research & Engineering