Training vs Testing vs Validation Sets

Discussing the difference between training, testing and validation data in the context of Machine Learning

Photo by Johannes Groll on Unsplash

Introduction

In Machine Learning projects, we typically need to consider multiple models before picking the final that will eventually be used to perform predictions on real-world data.