A decision tree classifier is a machine learning (ML) prediction system that generates rules such as "IF income < 28.0 AND education >= 14.0 THEN politicalParty = 2." Using a decision tree classifier ...

Machine learning is an integral part of high stakes decision making in a broad swath of human-computer interactions. You apply for a job. You submit a loan application. Algorithms determine who ...

At their core, decision trees are non-parametric supervised learning algorithms. Advantages of Nonparametric Machine Learning Algorithms Versatility: These models can adapt to a wide range of ...