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Sinopsis
The first truly interdisciplinary text on data mining, blending the contributions of information science, computer science, and statistics.
The growing interest in data mining is motivated by a common problem across disciplines: how does one store, access, model, and ultimately describe and understand very large data sets? Historically, different aspects of data mining have been addressed independently by different disciplines. This is the first truly interdisciplinary text on data mining, blending the contributions of information science, computer science, and statistics.
The book consists of three sections. The first, foundations, provides a tutorial overview of the principles underlying data mining algorithms and their application. The presentation emphasizes intuition rather than rigor. The second section, data mining algorithms, shows how algorithms are constructed to solve specific problems in a principled manner. The algorithms covered include trees and rules for classification and regression, association rules, belief networks, classical statistical models, nonlinear models such as neural networks, and local "memory-based" models. The third section shows how all of the preceding analysis fits together when applied to real-world data mining problems. Topics include the role of metadata, how to handle missing data, and data preprocessing.
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Acerca del autor
David Hand is Professor of Statistics, Department of Mathematics, Imperial College, London.
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Principles of Data Mining
Librería: Better World Books Ltd, Dunfermline, Reino Unido
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Principles of Data Mining
Librería: Better World Books Ltd, Dunfermline, Reino Unido
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Principles of Data Mining (Adaptive Computation and Machine Learning Series)
Librería: Brit Books, Milton Keynes, Reino Unido
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Hardcover. Condición: Used; Good. ***Simply Brit*** Welcome to our online used book store, where affordability meets great quality. Dive into a world of captivating reads without breaking the bank. We take pride in offering a wide selection of used books, from classics to hidden gems, ensuring there is something for every literary palate. All orders are shipped within 24 hours and our lightning fast-delivery within 48 hours coupled with our prompt customer service ensures a smooth journey from ordering to delivery. Discover the joy of reading with us, your trusted source for affordable books that do not compromise on quality. Nº de ref. del artículo: 1386002
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Principles of Data Mining (Adaptive Computation and Machine Learning series)
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Condición: Good. Most items will be dispatched the same or the next working day. A copy that has been read but remains in clean condition. All of the pages are intact and the cover is intact and the spine may show signs of wear. The book may have minor markings which are not specifically mentioned. Ex library copy with usual stamps & stickers. Nº de ref. del artículo: wbs6871736374
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Principles of Data Mining (Adaptive Computation and Machine Learning series)
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MIT Press 10/10/2001, 2001
ISBN 10: 026208290X
ISBN 13: 9780262082907
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Librería: Bahamut Media, Reading, Reino Unido
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Principles of Data Mining (Adaptive Computation and Machine Learning series)
Librería: AwesomeBooks, Wallingford, Reino Unido
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Hardcover. Condición: Very Good. Principles of Data Mining (Adaptive Computation and Machine Learning series) This book is in very good condition and will be shipped within 24 hours of ordering. The cover may have some limited signs of wear but the pages are clean, intact and the spine remains undamaged. This book has clearly been well maintained and looked after thus far. Money back guarantee if you are not satisfied. See all our books here, order more than 1 book and get discounted shipping. . Nº de ref. del artículo: 7719-9780262082907
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Principles of Data Mining (Adaptive Computation and Machine Learning series)
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Bradford Books, 2001
ISBN 10: 026208290X
ISBN 13: 9780262082907
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Librería: WorldofBooks, Goring-By-Sea, WS, Reino Unido
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Principles of Data Mining
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The MIT Press, 2001
ISBN 10: 026208290X
ISBN 13: 9780262082907
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Librería: Anybook.com, Lincoln, Reino Unido
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Condición: Good. This is an ex-library book and may have the usual library/used-book markings inside.This book has hardback covers. In good all round condition. Please note the Image in this listing is a stock photo and may not match the covers of the actual item,1250grams, ISBN:9780262082907. Nº de ref. del artículo: 5580680
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Principles of Data Mining (Adaptive Computation and Machine Learning)
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Bradford Books, 2001
ISBN 10: 026208290X
ISBN 13: 9780262082907
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Librería: Bellwetherbooks, McKeesport, PA, Estados Unidos de America
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hardcover. Condición: Very Good. Very Good Condition - May show some limited signs of wear and may have a remainder mark. Pages and dust cover are intact and not marred by notes or highlighting. Nº de ref. del artículo: MIT-HC-VG-026208290X
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Principles of Data Mining (Adaptive Computation and Machine Learning)
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ISBN 10: 026208290X
ISBN 13: 9780262082907
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Librería: medimops, Berlin, Alemania
Calificación del vendedor: 5 de 5 estrellas
Condición: very good. Gut/Very good: Buch bzw. Schutzumschlag mit wenigen Gebrauchsspuren an Einband, Schutzumschlag oder Seiten. / Describes a book or dust jacket that does show some signs of wear on either the binding, dust jacket or pages. Nº de ref. del artículo: M0026208290X-V
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