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 ...

The two most important aspects of decision tree regression are understanding how to use the tree to make a prediction, and how to create the tree from the training data. Figure 2 shows a small ...

Data classification means categorization of data into different category according to rules. This paper is to extract a kind of "Structure" from a sample ...

Decision trees often give simple descriptions of complex, nonlinear relationships between several predictors and a univariate or multivariate response. But if the response is a high-dimensional vector ...