Data Mining: Practical Machine Learning Tools and by Ian H. Witten,Eibe Frank

By Ian H. Witten,Eibe Frank

Data Mining, moment Edition, describes facts mining innovations and exhibits how they paintings. The ebook is a tremendous revision of the 1st variation that seemed in 1999. whereas the elemental center 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 new version contain thirty new strategy sections; an more advantageous Weka laptop studying workbench, which now good points an interactive interface; entire 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, experts, builders, info expertise managers, specification writers in addition to professors and scholars of graduate-level info mining and computer studying courses.

  • Algorithmic tools on the middle of winning information mining—including attempted and precise innovations in addition to innovative methods
  • Performance development recommendations that paintings by way of reworking the enter or output

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