Classification and Regression Trees (Wadsworth Statistics/Probability) - Softcover

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

Softcover

ISBN 10: 0412048418 ISBN 13: 9780412048418

Verlag: Chapman and Hall/CRC, 1984

Inhaltsangabe

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. Topics covered include an introduction to tree classification, right sized trees and honest estimates, splitting rules, and mass spectra classification.

Über diesen Titel

Über die Autorin bzw. den Autor

Breiman, Leo

Details zur Ausgabe

• Verlag: Chapman and Hall/CRC
• Erscheinungsdatum: 1984
• Sprache: Englisch
• ISBN 10: 0412048418
• ISBN 13: 9780412048418
• Einband: Taschenbuch
• Anzahl der Seiten: 368
• Kontakt zum Hersteller: Easy Access System Europe Oü, 16879218; gpsr.requests@easproject.com; ; Mustamäe tee 50, 10621, Tallinn, Estonia; Tallinn; 10621; Estland