Machine Learning, Data Science, Overfitting, Underfitting.
additional features that you added earlier if you did so. But it may turn out that in the original dataset there are features that do not carry useful information, and sometimes cause problems. Linear models often work worse if some features are dependent — highly correlated. In this case, you need