Search - Data Mining : Practical Machine Learning Tools and Techniques with Java Implementations (The Morgan Kaufmann Series in Data Management Systems)

Data Mining Practical Machine Learning Tools and Techniques with Java Implementations - The Morgan Kaufmann Series in Data Management Systems
Author: Ian H. Witten, Eibe Frank

This book 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. Inside, you'll learn all you need to know about preparing inputs, interpreting outputs, evaluating results, and the algorithmic methods at the heart of successful d...  more »ata miningincluding both tried-and-true techniques of the past and Java-based methods at the leading edge of contemporary research. If you're involved at any level in the work of extracting usable knowledge from large collections of data, this clearly written and effectively illustrated book will prove an invaluable resource.

Complementing the authors' instruction is a fully functional platform-independent Java software system for machine learning, available for download. Apply it to the sample data sets provided to refine your data mining skills, apply it to your own data to discern meaningful patterns and generate valuable insights, adapt it for your specialized data mining applications, or use it to develop your own machine learning schemes.

* Helps you select appropriate approaches to particular problems and to compare and evaluate the results of different techniques.

* Covers performance improvement techniques, including input preprocessing and combining output from different methods.

* Comes with downloadable machine learning software: use it to master the techniques covered inside, apply it to your own projects, and/or customize it to meet special needs.  « less

Post This Book

Login | Register

ISBN-13: 9781558605527
ISBN-10: 1558605525
Publication Date: 10/11/1999
Pages: 371
Rating:

  ?

0 stars, based on 0 rating

Publisher: Morgan Kaufmann
Book Type: Paperback
Members Wishing: 0
Reviews: Amazon | Write a Review

• Computers & Technology >> Computer Science >> AI & Machine Learning >> General
• Computers & Technology >> Computer Science >> AI & Machine Learning >> Machine Learning
• Computers & Technology >> Computer Science >> AI & Machine Learning >> Intelligence & Semantics
• Computers & Technology >> Programming >> Java >> General
• Computers & Technology >> Programming >> Java >> Beginner's Guides
• Computers & Technology >> Programming >> Introductory & Beginning >> General
• Computers & Technology >> Databases & Big Data >> Data Storage & Management >> Data Mining
• Computers & Technology >> Databases & Big Data >> Database Design
• Computers & Technology >> Databases & Big Data >> General