Dr. James McCaffrey presents a complete end-to-end demonstration of decision tree regression from scratch using the C# language. The goal of decision tree regression is to predict a single numeric ...

After earlier explaining how to compute disorder and split data in his exploration of machine learning decision tree classifiers, resident data scientist Dr. James McCaffrey of Microsoft Research now ...

Over the past several decades, organizations have invested vast resources in data infrastructure to improve decision success, but the results are mixed. A new approach called “decision-back” flips the ...

Structure-Based Screening: The EDT uses a highly refined set of detailed, structure-based questions to classify chemicals into toxicity categories with greater specificity than the Cramer Decision ...