01592cam a22003375i 4500 28238 28209 18391187 EG-ScBUE 20200305142252.0 141201t20152015maua f b 001 0 eng d 9780262029445 (hardcover : alk. paper) DLC eng rda DLC DLC EG-ScBUE 006.31 KEL 22 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. Cambridge, Massachusetts : Massachusetts Institute of Technology Press (MIT), [2015] c2015 xxii, 595 pages : illustrations ; 24 cm text txt rdacontent unmediated n rdamedia volume nc rdacarrier 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. Machine learning. BUEsh Data mining. BUEsh Prediction theory. BUEsh 40925 COMSCI March2020 Reading book 34232 Mac Namee, Brian, 1978- author. D'Arcy, Aoife, 1978- author. ddc BB 0 0 ddc 0 0 Baccah MAIN MAIN LOW 2020-03-05 Purchase 0 006.31 KEL 000048897 2025-07-15 00:00:00 2020-03-05 BB