Kelleher, John D.,  1974- <br/><br/>
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 
<br/><br/>Includes bibliographical references (pages 557-563) and index. 
<br/><br/>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. 
<br/><br/><label>ISBN: </label>9780262029445 (hardcover : alk. paper) 
<br/><br/><label>LCCN: </label>2014046123 
<br/><br/><label>Subjects--Topical Terms: </label><br/>Machine learning.<br/>Data mining.<br/>Prediction theory.
<br/><br/><label>LC Class. No.: </label>Q325.5  / .K455 2015 
<br/><br/><label>Dewey Class. No.: </label>006.31