For example, decision tree-based learning algorithms, by nature, offer better explainability because the learned tree paths resemble the rules workflows with variables, which are familiar to ...

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 ...

LABORATORY ASSIGNMENTS: There will be several lab assignments. Students will be required to implement machine learning algorithms and analyze their performance on example sets of data. Example ...

The Data Science Lab How to Compute Disorder for Machine Learning Decision Trees Using C# Using a decision tree classifier from a machine learning library is often awkward because it usually must be ...