Fundamentals of machine learning for predictive data analytics : algorithms, worked examples, and case studies /
Kelleher, John D., 1974-
Fundamentals of machine learning for predictive data analytics : algorithms, worked examples, and case studies / John D. Kelleher, Brian Mac Namee, Aoife D'Arcy. - xxii, 595 pages : illustrations ; 24 cm
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 analytics.
9780262029445 (hardcover : alk. paper)
Machine learning.
Data mining.
Prediction theory.
--Reading book
006.31 / KEL
Fundamentals of machine learning for predictive data analytics : algorithms, worked examples, and case studies / John D. Kelleher, Brian Mac Namee, Aoife D'Arcy. - xxii, 595 pages : illustrations ; 24 cm
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 analytics.
9780262029445 (hardcover : alk. paper)
Machine learning.
Data mining.
Prediction theory.
--Reading book
006.31 / KEL