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...

وصف كامل

التفاصيل البيبلوغرافية
المؤلف الرئيسي: Robert Nisbet
مؤلفون آخرون: John F Elder; Gary Miner
التنسيق: Printed Book
منشور في: Amsterdam ; Boston Academic Press/Elsevier 2009
الموضوعات:
Data mining > Statistical methods. Exploration de données (Informatique) > Méthodes statistiques. Exploration de données > Méthodes statistiques.
جدول المحتويات:
  • 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.

مواد مشابهة