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Discovering knowledge in data : an introduction to data mining Cover Image

E-book

Discovering knowledge in data : an introduction to data mining

Larose, Daniel T. (Author). Larose, Chantal D. (Added Author).

Summary: "This is a new edition of a highly praised, successful reference on data mining, now more important than ever due to the growth of the field and wide range of applications. This edition features new chapters on multivariate statistical analysis, covering analysis of variance and chi-square procedures; cost-benefit analyses; and time-series data analysis. There is also extensive coverage of the R statistical programming language. Graduate and advanced undergraduate students of computer science and statistics, managers/CEOs/CFOs, marketing executives, market researchers and analysts, sales analysts, and medical professionals will want this comprehensive reference"--

Record details

ISBN: 0470908742
ISBN: 9780470908747
ISBN: 1118874056
ISBN: 9781118874059
ISBN: 1118873580
ISBN: 9781118873588
ISBN: 1118873572
ISBN: 9781118873571
Physical Description: 1 online resource (xviii, 316 pages)
remote
Edition: Second edition.
Publisher: Hoboken : Wiley, 2014.

Content descriptions

General Note:	Includes index.
Bibliography, etc. Note:	Includes bibliographical references and index.
Formatted Contents Note:	14.6 Misclassification Cost Adjustment to Reflect Real-World Concerns -- 14.7 Decision Cost/Benefit Analysis -- 14.8 Lift Charts and Gains Charts -- 14.9 Interweaving Model Evaluation with Model Building -- 14.10 Confluence of Results: Applying a Suite of Models -- THE R ZONE -- Reference -- Exercises -- Hands-On Analysis -- Appendix Data Summarization and Visualization -- Part 1 Summarization 1: Building Blocks of Data Analysis -- Part 2 Visualization: Graphs and Tables for Summarizing and Organizing Data -- 2.1 Categorical Variables -- 2.2 Quantitative Variables -- Part 3 Summarization 2: Measures of Center, Variability, and Position -- Part 4 Summarization and Visualization of Bivariate Relationships -- Index.
Information Relating to Copyright Status:	Copyright © John Wiley & Sons 2014
Source of Description Note:	Print version record and CIP data provided by publisher.