Machine Learning, Data Science, Overfitting, Underfitting.
Fewer Features This may not be so obvious, but adding new features also complicates the model. Think about it in the context of a polynomial regression — adding quadratic features to a dataset allows a linear model to recover quadratic data. Adding new “natural” features (if you can call it that) —