Validation, Overfitting, Underfitting, Overfitting Underfitting, Machine Learning.
data scientist. In my experience, I have observed that for different categories of variables we need to use different methods to control over-fitting. The three most common categories of models used are linear models (linear & logistic regression), Tree-based algorithms (Decision Trees, Random