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The elements of statistical learning : data mining, inference, and prediction

by

Hastie, Trevor, author.

Rutgers restricted Full text available from Springer
e-print http://www-stat.stanford.edu/~tibs/ElemStatLearn/
Table of contents http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&doc_number=018627387&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA
Table of contents http://swbplus.bsz-bw.de/bsz287727726inh.htm
Table of contents http://bvbr.bib-bvb.de:8991/F?func=serviceetdoc_library=BVB01etdoc_number=018627387etline_number=0001etfunc_code=DB_RECORDSetservice_type=MEDIA

Format:

Books

Publication Date

2009

Excerpt:

The elements of statistical learning : data mining, inference, and prediction / Hastie, Trevor

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Cover image for Principles of data mining

Principles of data mining

by

Hand, D. J. (David J.), 1950-

Format:

Books

Publication Date

2001

Excerpt:

classification and regression, association rules, belief networks, classical statistical models, nonlinear models

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