API

DPDT can be used via the python API. Mainly using the DPDTree estimator.

Main class

dpdt.DPDTreeClassifier([max_depth, ...])

Dynamic Programming Decision Tree (DPDTree) classifier.

Main functions

dpdt.DPDTreeClassifier.get_pareto_front(X, y)

Compute the decision path lengths / test accuracy pareto front of DPDTrees.