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Predictive analytics and data mining : oncepts and practice with RapdiMiner / Vijay Kotu and Bala Deshpande

By: Contributor(s): Material type: TextTextPublication details: Amsterdam : Elsevier Science, c2015Description: xix, 425 pages : illustrations ; 24 cmISBN:
  • 9780128014608
Subject(s): LOC classification:
  • QA 76.9 .K68 2015
Contents:
Chapter 1. Introduction -- Chapter 2. Data mining process -- Chapter 3. Data exploration -- Chapter 4. Classification -- Chapter 5. Regression methods -- Chapter 6. Association analysis -- Chapter 7. Clustering -- Chapter 8. Model evaluation -- Chapter 9. Text mining -- Chapter 10 : Time series forecasting -- Chapter 11. Anomaly detection -- Chapter 12. Feature selection -- Chapter 13. Getting started with Rapid Miner.
Summary: This book aims to provide a comprehensive overview of data mining techniques to uncover patterns and predict outcomes.
Item type: Books
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Holdings
Item type Current library Home library Collection Call number Copy number Status Date due Barcode
Books Books National University - Manila LRC - Graduate Studies General Circulation Gen. Ed. - CCIT GC QA 76.9 .K68 2015 (Browse shelf(Opens below)) c.1 Available NULIB000013976

Includes index.

Chapter 1. Introduction -- Chapter 2. Data mining process -- Chapter 3. Data exploration -- Chapter 4. Classification -- Chapter 5. Regression methods -- Chapter 6. Association analysis -- Chapter 7. Clustering -- Chapter 8. Model evaluation -- Chapter 9. Text mining -- Chapter 10 : Time series forecasting -- Chapter 11. Anomaly detection -- Chapter 12. Feature selection -- Chapter 13. Getting started with Rapid Miner.

This book aims to provide a comprehensive overview of data mining techniques to uncover patterns and predict outcomes.

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