Hands-On Machine Learning with Scikit-Learn, Keras, and Tensorflow: Concepts, Tools, and Techniques to Build Intelligent Systems

by Aurélien Géron

This means that the model performs significantly better on the training data than on the validation data, which is the hallmark of an overfitting model.