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.

N� de ref. del art�culo MIT-HC-VG-026208290X

Contactar al vendedor

Denunciar este art�culo

Detalles bibliogr�ficos

T�tulo

Principles of Data Mining (Adaptive Computation and Machine Learning)

Editor

Bradford Books

Fecha de publicaci�n

2001

Idioma

Ingl�s

ISBN 10

026208290X

ISBN 13

9780262082907

Encuadernaci�n

hardcover

Edici�n

First Edition.

Estado

Very Good

Cat�logos de vendedores

Acerca de

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.

Acerca del autor

David Hand is Professor of Statistics, Department of Mathematics, Imperial College, London.

"Sobre este t�tulo" puede pertenecer a otra edici�n de este libro.

Descripci�n de la librer�a

Ver la p�gina web de la librer�a

Informaci�n empresarial del vendedor

Marhoefer Roberts LLC
525 Academy Ave, Sewickley, PA, 15143, U.S.A.

Condiciones de venta y env�o

Condiciones de venta

Payment through Abe Books only.
Legal Entity: US Registered S.Corp

Marhoefer Roberts
dba Bellwetherbooks
3200 Walnut St
McKeesport, PA USA

Contact: Michael Como sales@bellwetherbooks.net

Condiciones de env�o

Shipping costs are based on books weighing 2.2 LB, or 1 KG. If your book order is heavy or oversized, we may contact you to let you know extra shipping is required.