Machine learning defined Machine learning is a branch of artificial intelligence that includes methods, or algorithms, for automatically creating models from data.

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

Using a decision tree classifier from a machine learning library is often awkward because it usually must be customized and library decision trees have many complex supporting functions, says resident ...

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 ...

Machine learning can be leveraged to ensure personalized experiences and product recommendations, but decision and process automation that implements a retailer’s business goals, policies, and ...

Decision-tree-based machine-learning methods allow, in theory, for determining the learning path. However, severe constraints exist that make any explanation extremely difficult.

Decision trees, Lynch explained, are machine learning algorithms that create chains of binary decisions to help distinguish groups from one another.