By Ian H. Witten,Eibe Frank

Data Mining, moment Edition, describes information mining concepts and exhibits how they paintings. The ebook is a huge revision of the 1st version that seemed in 1999. whereas the fundamental middle continues to be an identical, it's been up-to-date to mirror the alterations that experience taken position over 5 years, and now has approximately double the references.

The highlights of this re-creation contain thirty new procedure sections; an stronger Weka desktop studying workbench, which now good points an interactive interface; complete details on neural networks; a brand new part on Bayesian networks; and lots more and plenty more.

This textual content is designed for info structures practitioners, programmers, specialists, builders, info expertise managers, specification writers in addition to professors and scholars of graduate-level info mining and desktop studying courses.

  • Algorithmic equipment on the middle of winning facts mining—including attempted and real options in addition to innovative methods
  • Performance development recommendations that paintings through remodeling the enter or output

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Data Mining: Practical Machine Learning Tools and Techniques, Second Edition (The Morgan Kaufmann Series in Data Management Systems) by Ian H. Witten,Eibe Frank


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