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Classification and regression trees Leo Breiman, Jerome H. Friedman, Charles J. Stone, R.A. Olshen

Tipo de material: Libro impreso(a) Libro impreso(a) Idioma: Inglés Series Detalles de publicación: Boca Raton, Florida Chapman & Hall CRC Press c1984Descripción: x, 358 páginas ilustraciones 24 centímetrosISBN:
  • 0412048418
  • 9780412048418
Tema(s): Clasificación:
  • 519.536 C5
Resumen:
Inglés

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.

Número de sistema: 56253
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Incluye bibliografía: páginas 342-346 e índice temático: páginas 354-358

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. Inglés