Testing You Models With A Statistical Experiment

This is a real world, imperfect process to get a more reliable picture of how your model will perform once you ship it.

One concept Data Scientists struggle with is what your test dataset and model testing really tells you about model performance in production. The answer? Very little.

Your test set gets you baseline a…