文件名称:
Data Mining: Practical Machine Learning Tools and Techniques
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文件大小: 7mb
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上传时间: 2013-08-23
详细说明： 数据挖掘：实用机器学习工具和技术，第三版 a thorough grounding in machine learning concepts as well as practical advice on applying machine learning tools and techniques in real-world data mining situations. This highly anticipated third edition of the most acclaimed work on data mining and machine learning will teach you everything you need to know about preparing inputs, interpreting outputs, evaluating results, and the algorithmic methods at the heart of successful data mining. Thorough updates reflect the technical changes and modernization s that have taken place in the field since the last edition, including new material on Data Transformations, Ensemble Learning, Massive Data Sets, Multi-instance Learning, plus a new version of the popular Weka machine learning software developed by the authors. Witten, Frank, and Hall include both tried-and-true techniques of today as well as methods at the leading edge of contemporary research. 664 pages Morgan Kaufmann; 3 edition (January 20, 2011) ...展开收缩
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