Regression tree

A regression tree recursively partitions predictor space by axis-aligned splits. At each leaf, candidate coordinates and thresholds are compared by the residual sum of squares after replacing that leaf by its two children; the selected split minimizes the total criterion. The fitted value in each terminal region is the sample mean there.