المدربA decision tree partitions the feature space by a sequence of binary splits , chosen greedily to reduce the loss most (for regression, the sum of squared errors), and predicts in each final cell, or leaf, the mean target of its training rows. Its capacity is set by its depth and by the minimum number of rows per leaf.
