Data Mining: Practical Machine Learning Tools and Techniques

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