Dr. James McCaffrey of Microsoft Research says the technique is easy to tune, works well with small datasets and produces highly interpretable predictions, but there are also trade-off cons. The goal ...

Decision trees are major components of finance, philosophy, and decision analysis in university classes. Yet, many students ...

As businesses increasingly emphasize data-driven decision-making and returns on investment, leaders can find themselves buried in numbers. While key performance indicators and success metrics are ...

Have you ever found yourself overwhelmed by the sheer volume of data you need to analyze? Whether it’s structured data like CSVs and SQL databases or unstructured data such as PDFs and images, the ...

Dr. James McCaffrey from Microsoft Research presents a complete end-to-end demonstration of decision tree regression using the C# language. Unlike most implementations, this one does not use recursion ...