Flach, Peter A., <br/><br/>
Machine learning :  the art and science of algorithms that make sense of data / 
Peter Flach. 
 - xvii, 396 pages :   color illustrations ;   25 cm. 
<br/><br/>Includes bibliographical references (pages 367-381) and index. 
<br/><br/>1. The ingredients of machine learning -- 2. Binary classification and related tasks -- 3. Beyond binary classification -- 4. Concept learning -- 5. Tree models -- 6. Rule models -- 7. Linear models -- 8. Distance-based models -- 9. Probabilistic models -- 10. Features -- 11. Model ensembles -- 12. Machine learning experiments -- Epilogue: where to go from here. 
<br/><br/> 'Machine Learning' brings together all the state-of-the-art methods for making sense of data. With hundreds of worked examples and explanatory figures, it explains the principles behind these methods in an intuitive yet precise manner and will appeal to novice and experienced readers alike. 
<br/><br/><label>ISBN: </label>9781107422223  1107422221  
<br/><br/><label>LCCN: </label>2012289353 
<br/><br/><label>Nat. Bib. Agency Control No.: </label>016098961  Uk 
<br/><br/><label>Subjects--Topical Terms: </label><br/>Machine learning--Textbooks.
<br/><br/><label>LC Class. No.: </label>Q325.5  / .F53 2012 
<br/><br/><label>Dewey Class. No.: </label>006.31 FA.M 2012