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 ...

In the world of research, a significant shift has occurred. Traditional ways of analyzing data, which usually take a while, are being complemented by real-time data analytics. This new method allows ...

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 ...