General Machine Learning

• Random Planted Forest: Machine learning algorithm that aims to combine accuracy and interpretability.
• glex: Global post-hoc interpretability of black box models via functional decompositions.

Insurance

• clmplus: Extends chain-ladder via an age–period–cohort structure on the claim development in a run-off triangle.
• ReSurv: Predictes IBNR claims via various machine learning models within a survival analysis framework.