好書推薦-Data Mining: Practical Machine Learning Tools and Techniques－電腦外文館的部落格

經典款式Data Mining: Practical Machine Learning Tools and Techniques

博客來電腦-程式語言分類促銷商品

如果您還想深入了解Data Mining: Practical Machine Learning Tools and Techniques
點圖即可看詳細介紹

內容簡介

This third edition of Data Mining: Practical Machine Learning Tools and Techniques offers 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 revision 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 modernizations that have taken place in the field since the last edition, including new material on Data Transformations, Ensemble Learning, Massive Datasets, Multi-Instance Learning, plus a new version of the popular Weka machine learning software developed by the authors. Witten, Frank, and include both tried-and-true techniques of today as well as methods at the leading edge of contemporary research.

Key Features

-Offers concrete tips and techniques for performance improvement that work by transforming the input or output in machine learning methods

-Includes downloadable Weka software toolkit-a collection of machine learning algorithms for data mining tasks-in an updated, interactive interface

-Algorithms in the toolkit cover: data preprocessing, classification, regression, clustering, association rules, and visualization

...繼續閱讀

美金：69.95元