Handbook of Statistical Analysis and Data Mining Applications

The Handbook of Statistical Analysis and Data Mining Applications is a comprehensive professional reference book that guides business analysts, scientists, engineers and researchers (both academic and industrial) through all stages of data analysis, model building and implementation. The Handbook he...

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Detalhes bibliográficos
Autor principal: Robert Nisbet
Outros Autores: John F Elder; Gary Miner
Formato: Printed Book
Publicado em: Amsterdam ; Boston Academic Press/Elsevier 2009
Assuntos:
Data mining > Statistical methods. Exploration de données (Informatique) > Méthodes statistiques. Exploration de données > Méthodes statistiques.
Sumário:
  • History of phases of data analysis, basic theory, and the data mining process
  • The algorithms in data mining and text mining, the organization of the three most common data mining tools, and selected specialized areas using data mining
  • Tutorials--step-by-step case studies as a starting point to learn how to do data mining analyses
  • Measuring true complexity, the "right model for the right use," top mistakes, and the future of analytics.

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