Data mining: Practical Machine Learning Tools and Techniques
2005 2nd Edition, by Ian H. Witten and Eibe Frank
pdf file: 5.5MB
Highly-acclaimed reference on data mining and machine learning.
For more information, check out the book's website: http://www.cs.waikato.ac.nz/~ml/weka/book.html
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