Classification and Regression Trees - Brossura

Breiman, Leo; Friedman, Jerome; Stone, Charles J.; Olshen, R.A.

Brossura

ISBN 10: 0412048418 ISBN 13: 9780412048418

Casa editrice: Routledge, 1984

Riassunto

The methodology used to construct tree structured rules is the focus of this monograph. Unlike many other statistical procedures, which moved from pencil and paper to calculators, this text's use of trees was unthinkable before computers. Both the practical and theoretical sides have been developed in the authors' study of tree methods. Classification and Regression Trees reflects these two sides, covering the use of trees as a data analysis method, and in a more mathematical framework, proving some of their fundamental properties.

Su questo libro

Contenuti:

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.

Product Description:

Book by Breiman Leo Friedman Jerome Stone Charles J Olshen

Su questa edizione

• Editore: Routledge
• Data di pubblicazione: 1984
• ISBN 10: 0412048418
• ISBN 13: 9780412048418
• Rilegatura: Copertina flessibile
• Numero edizione: 1
• Numero di pagine: 368