Classification and regression trees

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Detalles Bibliográficos
Autor principal: Breiman, Leo
Otros Autores: Friedman, Jerome H., Olshen, Richard A., Stone, Charles J.
Formato: Libro
Lenguaje:Inglés
Publicado: New York, NY : Chapman & Hall, c1984
Edición:1st. ed.
Materias:
Aporte de:Registro referencial: Solicitar el recurso aquí
Tabla de Contenidos:
  • Chapter 1 BACKROUND
  • Chapter 2 INTRODUCTION TO TREE CLASSIFICATION
  • Chapter 3 RIGHT SIZED TREES AND HONEST ESTIMATES
  • Chapter 4 SPLITTING RULES
  • Chapter 5 STRENGTHENING AND INTERPRETING
  • Chapter 6 MEDICAL DIAGNOSIS AND PROGNOSIS
  • Chapter 7 MASS SPECTRA CLASSIFICATIONS
  • Chapter 8 REGRESSION TREES
  • Chapter 9 BAYES RULES AND PARTITIONS
  • Chapter 10 OPTIMAL PRUNING
  • Chapter 11 CONSTRUCTION OF TREES FROM A LEARNING SAMPLE
  • Chapter 12 CONSISTENCY