Data mining for business intelligence : concepts, techniques, and applications in Microsoft Office Excel with XLMiner /

Detalles Bibliográficos
Autor principal: Shmueli, Galit, 1971-
Otros Autores: Patel, Nitin R. (Nitin Ratilal), Bruce, Peter C., 1953-
Formato: Libro
Lenguaje:English
Publicado: Hoboken, N.J. : Wiley, 2010.
Edición:2nd ed.
Materias:
Microsoft Excel (Programa para computadora) > Negocios > Procesamiento electrónico de datos.
Minería de datos.
Tabla de Contenidos:
  • Introduction
  • Overview of the data mining process
  • Data visualization
  • Dimension reduction
  • Evaluating classification and predictive performance
  • Multiple linear regression
  • knearest neighbors (kNN)
  • Naive bayes
  • Classification and regression trees
  • Logistic regression
  • Neural nets
  • Discriminant analysis
  • Association rules
  • Cluster Analysis
  • Handling time series
  • Regression-based forecasting
  • Smoothing methods
  • Cases.

Ejemplares similares