Validation, Overfitting, Underfitting, Overfitting Underfitting, Machine Learning.
control overfitting. The mathematical form is a little complicated which we can address in another article but the fundamental idea remains the same. Adding another factor γ reduces the loss reduction from the split, hence increasing the chances that the tree will not split to the full length. 4.