Generalized and Scalable Optimal Sparse Decision Trees(GOSDT) - KDnuggets

I often talk about explainable AI(XAI) methods and how they can be adapted to address a few pain points that prohibit companies from building and deploying AI solutions. You can check my blog if you need a quick refresher on XAI methods. One such XAI method is Decision Trees. They have gained significant traction historically because of their interpretability and simplicity. However, many think that decision trees cannot be accurate because they look simple, and greedy algorithms like C4.5 and CART don't optimize them well.