This article explores the top 10 ML algorithms essential for quality assurance, from Decision Trees for defect prediction to Neural Networks for automated test generation, helping test engineers ...

Machine learning (ML) is ever more frequently used as a tool to aid decision making. The need to understand the decisions made by ML algorithms has sparked a renewed interest in explainable ML models.

Keywords: explainable machine learning, Bayesian statistics, greedy algorithms, Bayesian decision trees, white box Citation: Nuti G, Jiménez Rugama LIA and Cross A-I (2021) An Explainable Bayesian ...