The study of decision trees and optimisation techniques remains at the forefront of modern data science and machine learning. Decision trees, with their inherent interpretability and efficiency, are ...

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 ...

When using decision tree regression, it's not necessary to normalize the training data predictor values because no distance between data items is computed. However, normalizing the predictors doesn't ...

The visual data mining process, seen in the first part of this two-part article, revealed patterns in four dimensions between cumulative gas well production and independent variables. "Jump ...

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