Data mining for business intelligence : concepts, techniques, and applications in Microsoft Office Excel with XLMiner, Galit Shmueli, Nitin R. Patel, Peter C. Bruce

Resource Information

The instance Data mining for business intelligence : concepts, techniques, and applications in Microsoft Office Excel with XLMiner, Galit Shmueli, Nitin R. Patel, Peter C. Bruce represents a material embodiment of a distinct intellectual or artistic creation found in Merrimack Valley Library Consortium. This resource is a combination of several types including: Instance, Electronic.

Label

Data mining for business intelligence : concepts, techniques, and applications in Microsoft Office Excel with XLMiner, Galit Shmueli, Nitin R. Patel, Peter C. Bruce

Link

http://databases.mvlc.org/connect/safari?uiCode=&xmlId=9780470526828

Title remainder

concepts, techniques, and applications in Microsoft Office Excel with XLMiner

Statement of responsibility

Galit Shmueli, Nitin R. Patel, Peter C. Bruce

Instantiates

• Data mining for business intelligence : concepts, techniques, and applications in Microsoft Office Excel with XLMiner

Publication

• Hoboken, N.J., Wiley, 2010

Copyright

• copyright 2010

Note

Description based on print version record

Bibliography note

Includes bibliographical references and index

Carrier category

online resource

Carrier category code

• cr

Carrier MARC source

rdacarrier

Content category

text

Content type code

• txt

Content type MARC source

rdacontent

Contents

Introduction -- Overview of the data mining process -- Data visualization -- Dimension reduction -- Evaluating classification and predictive performance -- Multiple linear regression -- knearest neighbors (kNN) -- Naive bayes -- Classification and regression trees -- Logistic regression -- Neural nets -- Discriminant analysis -- Association rules -- Cluster Analysis -- Handling time series -- Regression-based forecasting -- Smoothing methods -- Cases

Control code

ocn699810033

Dimensions

unknown

Edition

2nd ed.

Extent

1 online resource (xxiv, 404 pages)

Form of item

electronic

Media category

computer

Media MARC source

rdamedia

Media type code

• c

Other physical details

illustrations.

Record ID

u1204100

Sound

unknown sound

Specific material designation

remote

Stock number

CL0500000082