by Ian H. Witten, Eibe Frank, Mark A. Hall · Morgan Kaufmann Publishers Inc. · tapa blanda · ISBN 9780123748560
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«Data Mining: Practical Machine Learning Tools and Techniques» is the technical manual by Ian H. Witten, Eibe Frank and Mark A. Hall, in paperback (664 pages).
Reference manual on data mining and machine learning, covering input preparation, output interpretation, result evaluation and key algorithms. The third edition adds data transformations, ensemble learning, massive datasets and multi-instance learning, and includes Weka, the authors' software.
Third edition (2011, Morgan Kaufmann), part of The Morgan Kaufmann Series in Data Management Systems. 664 pages, in English.
Aimed at systems and data professionals, programmers and university students of data mining and machine learning.
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