The decision tree structure can be analysed to gain further insight on the relation between the features and the target to predict. In this example
A 1D regression with decision tree. The
Plot the decision surface of a decision tree trained on pairs of features of the iris dataset. See
An example to illustrate multi-output regression with decision tree. The