Mendeley出力
＜図書＞
Data mining : practical machine learning tools and techniques with Java implementations
| 責任表示 | Ian H. Witten, Eibe Frank |
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| シリーズ | The Morgan Kaufmann series in data management systems |
| データ種別 | 図書 |
| 出版情報 | San Francisco, Calif. : Morgan Kaufmann , c2000 |
| 本文言語 | 英語 |
| 大きさ | xxv, 371 p. : ill. ; 24 cm |
| 概要 | This book 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. Inside, you'll l...arn all you need to know about preparing inputs, interpreting outputs, evaluating results, and the algorithmic methods at the heart of successful data mining including both tried-and-true techniques of the past and Java-based methods at the leading edge of contemporary research. If you're involved at any level in the work of extracting usable knowledge from large collections of data, this clearly written and effectively illustrated book will prove an invaluable resource. Complementing the authors' instruction is a fully functional platform-independent Java software system for machine learning, available for download. Apply it to the sample data sets provided to refine your data mining skills, apply it to your own data to discern meaningful patterns and generate valuable insights, adapt it for your specialized data mining applications, or use it to develop your own machine learning schemes. * Helps you select appropriate approaches to particular problems and to compare and evaluate the results of different techniques. * Covers performance improvement techniques, including input preprocessing and combining output from different methods. * Comes with downloadable machine learning software: use it to master the techniques covered inside, apply it to your own projects, and/or customize it to meet special needs. 続きを見る |
所蔵情報
| 状態 | 巻次 | 所蔵場所 | 請求記号 | 刷年 | 文庫名称 | 資料番号 | コメント | 予約・取寄 | 複写申込 | 自動書庫 |
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理系図1F 開架 | 007.64/W 79 | 2000 |
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031212008500593 |
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芸工図 2F 工学図書室 | 548.13/W79 | 2000 |
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072032100000084 |
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書誌詳細
| 一般注記 | 前付頁xxvi p.の刷もあり Includes bibliographical references (p. 339-349) and index |
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| 著者標目 | *Witten, I. H. (Ian H.) Frank, Eibe |
| 件 名 | LCSH:Data mining |
| 分 類 | DC21:005.741 |
| 書誌ID | 1000926292 |
| ISBN | 1558605525 |
| NCID | BA43864628 |
| 巻冊次 | ISBN:1558605525 ; PRICE:£31.95 |
| NBN | B99V4481 |
| 登録日 | 2009.09.16 |
| 更新日 | 2009.09.18 |