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...

תיאור מלא

מידע ביבליוגרפי
מחבר ראשי: Robert Nisbet
מחברים אחרים: John F Elder; Gary Miner
פורמט: Printed Book
יצא לאור: Amsterdam ; Boston Academic Press/Elsevier 2009
נושאים:
Data mining > Statistical methods. Exploration de données (Informatique) > Méthodes statistiques. Exploration de données > Méthodes statistiques.
תוכן הענינים:
  • 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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