TY  - BOOK
AU  - Flach,Peter A.
TI  - Machine learning: the art and science of algorithms that make sense of data 
SN  - 9781107096394 (hbk.)
PY  - 2012///
CY  - Cambridge
PB  - Cambridge University Press
KW  - Machine learning
KW  - Textbooks
KW  - Apprentissage automatique
KW  - Manuels scolaires
KW  - ram
N1  - Includes bibliographical references and index; 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
ER  -