Fundamentals of machine learning for predictive data analytics : algorithms, worked examples, and case studies - Kelleher, John D., 1974-; Mac Namee, Brian, 1978-; D'Arcy, Aoife, 1978- (London : MIT Press, 2015)
Machine learning for predictive data analytics -- Data to insights to decisions -- Data exploration -- Information-based learning -- Similarity-based learning -- Probability-based learning -- Error-based learning -- Evaluation -- Case study : customer churn -- Case study : galaxy classification -- The art of machine learning for predictive data analytics.
Includes bibliographical references (pages 557-563) and index.
Keywords: Machine learning; Data mining; Prediction theory