Decision trees are a major tool in corporate finance. Discover how binomial trees play an integral role in the pricing of interest rates.

Decision tree regression is a fundamental technique that can be used by itself, and is also the basis for powerful ensemble techniques (a collection of many decision trees), notably, AdaBoost ...

A decision tree can help you make tough choices between different paths and outcomes, but only if you evaluate the model correctly. Decision trees are graphic models of possible decisions and all ...

STreeD is a framework for optimal binary decision trees with separable optimization tasks. A separable optimization task is a task that can be optimized separately for the left and right subtree. The ...

Decision trees have emerged as one of the cornerstones of modern machine learning, celebrated for their effectiveness, versatility, and interpretability. Their popularity is undeniable, and any ...

For example, you might want to predict the sex of a person (male or female) based on their age, state where they live, income and political leaning. There are many other techniques for binary ...