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 ...

Leaving out neural networks and deep learning, which require a much higher level of computing resources, the most common algorithms are Naive Bayes, Decision Tree, Logistic Regression, K-Nearest ...

Another work, the discovery of experts’ decision rules from qualitative bankruptcy data using genetic algorithms, in 2003 by Myoung-Jong Kim and Ingoo Han uses the same dataset as we do. They apply ...

A decision tree classifier is a machine learning (ML) prediction system that generates rules such as "IF age < 42.0 AND height >= 71.0 THEN jobType = 3." Using a decision tree classifier from an ML ...

The Department of Industrial Engineering and Management Sciences is a leader in the science of decision-making in complex environments through innovation in algorithms, computation, and mathematical ...

Machine learning, a field of artificial intelligence (AI), ... The model uses parameters built in the algorithm to form patterns for its decision-making process.