API Reference

API Reference

Documentation for the OptimalTrees public interface.

Index

Learners

Abstract type encompassing all optimal tree learners.

Learner for training Optimal Classification Trees.

The following parameters are supported (refer to the documentation for each):

Learner for training Optimal Regression Trees.

The following parameters are supported (refer to the documentation for each):

Learner for training Optimal Survival Trees.

The following parameters are supported (refer to the documentation for each):

Learner for training Optimal Prescriptive Trees where the prescriptions should aim to minimize outcomes.

The following parameters are supported (refer to the documentation for each):

Learner for training Optimal Prescriptive Trees where the prescriptions should aim to maximize outcomes.

Supports the same parameters as OptimalTreePrescriptionMinimizer.