Model Evaluation in Machine Learning: How Do We Know a Model Is Good?

Model Evaluation in Machine Learning: How Do We Know a Model Is Good? Building a machine learning model is only one part of a machine learning project. After training a model, we need to answer an important question: How well does it actually perform on new data?