There is indeed a vast literature on the design and analysis of decision tree algorithms that aim at optimizing these parameters. This paper contributes to this important line of research: we propose ...

Abstract: In the practical application of machine learning, the opaqueness of models often poses significant challenges. While decision trees are known for balancing representability with ...

Abstract: Traditional decision trees also known as vanilla decision trees, use axis-aligned splits and are interpretable. Alternate implementations known as linear decision trees use oblique splits to ...

Check the paper on ArXiv: FastBDT: A speed-optimized and cache-friendly implementation of stochastic gradient-boosted decision trees for multivariate classification Stochastic gradient-boosted ...

Nearly one year after Bend passed an ordinance to preserve the city’s tree canopy from development, the policy is at work. The result: nearly 1,500 trees will be torn down to make room for a large ...

We searched for new codes! Get the latest Grow a Tree codes and jump straight into yet another gardening simulator in the series. You could say that these games are so popular that they’re growing ...