A test set is a data set used to evaluate the model developed from a training set.
Training and Test Sets
Partitioning Data Sets
Train Evaluation vs Test Evaluation
What If We Only Have One Data Set?
- Divide into two sets:
- training set
- test set
- Classic gotcha: do not train on test data
- Getting surprisingly low loss?
- Before celebrating, check if you're accidentally training on test data