TY - BOOK AU - Kelleher, John D. TI - Fundamentals of machine learning for predictive data analytics: algorithms, worked examples, and case studies SN - 9780262029445 AV - Q 325.5 .K45 2015 PY - 2015/// CY - Cambridge, Massachusetts PB - The MIT Press, Cambridge KW - DATA MINING N1 - Includes bibliographical references and index; 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 N2 - A comprehensive introduction to the most important machine learning approaches used in predictive data analytics, covering both theoretical concepts and practical applications ER -