TY - BOOK AU - Kelleher,John D. AU - Mac Namee,Brian AU - D'Arcy,Aoife TI - Fundamentals of machine learning for predictive data analytics SN - 9780262029445 (hardcover : alk. paper) U1 - 006.31 PY - 2015/// CY - Cambridge PB - The MIT Press KW - Machine learning KW - Data mining KW - Prediction theory N1 - Includes 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 analytics ER -