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Data mining for the masses

Author: Matthew North
Publisher: [United States] [CreateSpace Independent Publishing Platform] [2016]
Edition/Format:   Print book : English : Second edition with implementations in RapidMiner and RView all editions and formats

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Document Type: Book
All Authors / Contributors: Matthew North
ISBN: 9781523321438 1523321431
OCLC Number: 1011367888
Notes: Includes index.
Description: xv, 296 pages : illustratrions (chiefly color) ; 28 cm
Contents: Introduction to data mining and CRISP-DM --
Organizational understanding and data understanding --
Data preparation --
Correlational methods --
Association rules --
k-means clustering --
Discriminant analysis, k-nearest neighbors and Naïve Bayes --
Linear regression --
Logistic regression --
Decision trees --
Neural networks --
Text mining --
Evaluation and deployment --
Data mining ethics.
Responsibility: Dr. Matthew North.


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