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	computerboeken » algemeen of platformonafhankelijk » theorie » bestandsorganisatie » data mining

Data Mining, Second Edition

Practical Machine Learning Tools and Techniques

Morgan Kaufmann Publishers, Inc. | 2005 | 525 blz. | Ian H. Witten, Eibe Frank

- Algorithmic methods at the heart of successful data mining - including tried and true techniques as well as leading edge methods
- Performance improvement techniques that work by transforming 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

Tutorial for Users, Beginning and Intermediate Level

onze prijs € 51,90 incl. BTW (€ 48,96 excl. BTW) — ISBN: 9780120884070 | 0120884070


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	As with any burgeoning technology that enjoys commercial attention, the use of data mining is surrounded by a great deal of hype. Exaggerated reports tell of secrets that can be uncovered by setting algorithms loose on oceans of data. But there is no magic in machine learning, no hidden power, no alchemy. Instead there is an identifiable body of practical techniques that can extract useful information from raw data. This book describes these techniques and shows how they work. The book is a major revision of the first edition that appeared in 1999. While the basic core remains the same, it has been updated to reflect the changes that have taken place over five years, and now has nearly double the references. The highlights for the new edition include thirty new technique sections; an enhanced Weka machine learning workbench, which now features an interactive interface; information on neural networks; a new section on Bayesian networks; plus more.

	soort artikel	computerboeken
	ons bestelnummer	3313-G1
	titel	Data Mining, Second Edition
	subtitel	Practical Machine Learning Tools and Techniques
	onderwerp	data mining
	uitgever	Morgan Kaufmann Publishers, Inc. [MORk ]
	website uitgever	www.mkp.com
	ISBN-13	978-0-12-088407-0 \| 9780120884070
	ISBN-10	0-12-088407-0 \| 0120884070
	gepubliceerd in	2005
	geschreven door	Ian H. Witten, Eibe Frank
	dit boek behandelt	US versie
	taal van het boek	Engels US
	aantal bladzijden	525
	druk	tweede druk
	uitvoering	softcover
	geïmporteerd door	Computercollectief BV
	artikelcode fabrikant	978-0-12-088407-0
	barcode	9780120884070


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