Fully Explainable Classification Models Using Hyperblocks

Austin Snyder, Ryan Gallagher, Boris Kovalerchuk

Building on existing work with Hyperblocks, which classify data using minimum and maximum bounds for each attribute, we focus on enhancing interpretability, decreasing training tim…