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Data Mining
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exaggerated reports tell a secret that can be found by setting algorithms loose on oceans of data. Instead there is an identifiable body of practical techniques that can extract useful information from raw data. This highlights to the new edition include thirty new technique sections; enhanced Weka machine learning desk, which now features an interactive interface; comprehensive information on neural networks, a new section on Bayesian networks, plus much more. * Algorithmic methods at the heart of successful data mining-including the tried and true techniques and cutting-edge methods * Improved performance of a technique that works by changing the input or output * Downloadable Weka, a collection of machine learning algorithms for data mining tasks, including tools for data pre-processing, classification, regression, clustering, association rules, and visualization-in a new, interactive interface
Computer eBook Details
- ISBN-10: 0120884070
- ISBN-13: 9780120884070
- Publisher: Morgan Kaufmann
- Pages: 560
- Date: June 2005
- Series: The Morgan Kaufmann Series in Data Management Systems