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Classification and Regression Trees

Leo Breiman, Jerome Friedman, Charles J. Stone, and R.A. Olshen
Publisher: 
Chapman & Hall/CRC
Publication Date: 
1984
Number of Pages: 
368
Format: 
Paperback
Price: 
74.95
ISBN: 
978-0412048418
Category: 
Textbook
BLL Rating: 

The Basic Library List Committee suggests that undergraduate mathematics libraries consider this book for acquisition.

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 Background. Introduction to Tree Classification. Right Sized Trees and Honest Estimates. Splitting Rules. Strengthening and Interpreting. Medical Diagnosis and Prognosis. Mass Spectra Classification. Regression Trees. Bayes Rules and Partitions. Optimal Pruning. Construction of Trees from a Learning Sample. Consistency. Bibliography. Notation Index. Subject Index.