Machine Learning, Data Science, Data Modeling.
predictive power. The next step is to ensure that the model generalizes well. We have different options we can use. We can get more data if the initial data set is small, we can remove features, try a smaller model, add drop-out or regularization, or use early stopping. But keep in mind, we want to