Machine Learning, Generalization, Regularization, Overfitting, Bias.
sometimes even starts to increase again) while the training loss continues to decrease. That signals overfitting. In other words, the model is still learning patterns but they do not generalize beyond the training set (see graphic below). Overfitting is particularly typical for models that have a