Data Mining: Practical Machine Learning Tools and Techniques, Third Edition (Morgan Kaufmann Series in Data Management Systems)

$69.95 $59.45

Data Mining: Practical Machine Learning Tools and Techniques offers a thorough grounding in machine learning concepts as well as practical advice on applying machine learning tools and techniques in real-world

Quantity

Data Mining: Practical Machine Learning Tools and Techniques offers a thorough grounding in machine learning concepts as well as practical advice on applying machine learning tools and techniques in real-world data mining situations. This highly anticipated third edition of the most acclaimed work on data mining and machine learning will teach you everything you need to know about preparing inputs, interpreting outputs, evaluating results, and the algorithmic methods at the heart of successful data mining.

Thorough updates reflect the technical changes and modernizations that have taken place in the field since the last edition, including new material on Data Transformations, Ensemble Learning, Massive Data Sets, Multi-instance Learning, plus a new version of the popular Weka machine learning software developed by the authors. Witten, Frank, and Hall include both tried-and-true techniques of today as well as methods at the leading edge of contemporary research.

*Provides a thorough grounding in machine learning concepts as well as practical advice on applying the tools and techniques to your data mining projects *Offers concrete tips and techniques for performance improvement that work by transforming the input or output in machine learning methods *Includes downloadable Weka software toolkit, a collection of machine learning algorithms for data mining tasks―in an updated, interactive interface. Algorithms in toolkit cover: data pre-processing, classification, regression, clustering, association rules, visualization

Frequently Bought Together

  • Data Mining: Practical Machine Learning Tools and Techniques, Third Edition (The Morgan Kaufmann Series in Data Management Systems)
    +
  • Data Mining: Concepts and Techniques, Third Edition (The Morgan Kaufmann Series in Data Management Systems)
    +
  • Introduction to Data Mining
    +
  • Machine Learning: The Art and Science of Algorithms that Make Sense of Data
  • Price for all: $220.68
Author

Ian H. Witten, Eibe Frank, Mark A. Hall

Binding

Paperback

EAN

9780123748560

EANList

9780123748560

Edition

3

ISBN

0123748569

IsEligibleForTradeIn

1

ItemDimensions

906, hundredths-inches, 169, hundredths-inches, 300, hundredths-pounds, 740, hundredths-inches

Label

Morgan Kaufmann

Languages

English, Unknown, English, Original Language, English, Published

Manufacturer

Morgan Kaufmann

NumberOfItems

1

NumberOfPages

664

PackageQuantity

1

ProductGroup

Book

PublicationDate

2011-01-20

Publisher

Morgan Kaufmann

Studio

Morgan Kaufmann

TradeInValue

2267, USD, $22.67