A supervised learning algorithm, decision trees can also be used for either classification problems or regression problems. It’s called a “tree” because it possesses a hierarchical structure.

In this online data science specialization, you will apply machine learning algorithms to real-world data, learn when to use which model and why, and improve the performance of your models. Beginning ...

Machine learning is a tremendous resource for researchers. Yet not understanding the limitations of data and algorithms can lead to erroneous conclusions.

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 ...

Discover the power of machine learning to analyze and make predictions on huge data, improve decision-making and enhance automation processes.

Army researchers developed online machine learning algorithms that can help in such decision making processes, including for Soldiers in combat when faced with tough decisions during a mission.