Handbook of statistical analysis and data mining applications, Robert Nisbet, Gary Miner, Ken Yale ; guest authors of selected chapters, John Elder, Andy Peterson

Resource Information

The instance Handbook of statistical analysis and data mining applications, Robert Nisbet, Gary Miner, Ken Yale ; guest authors of selected chapters, John Elder, Andy Peterson represents a material embodiment of a distinct intellectual or artistic creation found in European University Institute Library.

Image

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Label

Handbook of statistical analysis and data mining applications, Robert Nisbet, Gary Miner, Ken Yale ; guest authors of selected chapters, John Elder, Andy Peterson

Statement of responsibility

Robert Nisbet, Gary Miner, Ken Yale ; guest authors of selected chapters, John Elder, Andy Peterson

Instantiates

• Handbook of statistical analysis and data mining applications

Publication

• London, Academic Press, 2018

Bibliography note

Includes bibliographical references and index

Carrier category

volume

Carrier category code

• nc

Carrier MARC source

rdacarrier

Content category

text

Content type code

• txt

Content type MARC source

rdacontent

Contents

History of phases of data analysis, basic theory, and the data mining process -- The algorithms and methods in data mining and predictive analytics and some domain areas -- Tutorials and case studies -- Models ensembles, model complexity; using the right model for the right use, significance, ethics, and the future and advanced processes

Control code

on1012917853

Dimensions

25 cm.

Edition

Second edition.

Extent

xxix, 792 pages

Isbn

9780124166325

Media category

unmediated

Media MARC source

rdamedia

Media type code

• n

Other physical details

illustrations (chiefly color)

Record ID

u420172

System control number

(OCoLC)1012917853