Machine Learning, Deep Learning, Data Science, Artificial Intelligence, Decision Tree.
Regressors Introduced in the CART algorithm, decision tree regressors use variance reduction as a measure of the best split. Variance reduction indicates how homogenous our nodes are. If a node is extremely homogeneous, its variance (and the variance of its child nodes) will not be as big. The