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|a 10.1002/9780470746462
|b Wiley InterScience
|n http://www3.interscience.wiley.com
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|a QD75.4.C45
|b B74 2009
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|a SCI
|x 013010
|2 bisacsh
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|a 543.01/5195
|2 22
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|a UAMI
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100 |
1 |
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|a Brereton, Richard G.
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245 |
1 |
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|a Chemometrics for pattern recognition /
|c Richard G. Brereton.
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264 |
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|a Chichester, U.K. :
|b Wiley,
|c 2009.
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300 |
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|a 1 online resource (xvii, 504 pages) :
|b color illustrations
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336 |
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|a text
|b txt
|2 rdacontent
|
337 |
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|a computer
|b c
|2 rdamedia
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338 |
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|a online resource
|b cr
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347 |
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|a data file
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380 |
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|a Bibliography
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504 |
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|a Includes bibliographical references and index.
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505 |
0 |
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|a Case studies -- Exploratory data analysis -- Preprocessing -- Two class classifiers -- One class classifiers -- Multiclass classifiers -- Validation and optimization -- Determining potential discriminatory variables -- Bayesian methods and unequal class sizes -- Class separation indices -- Comparing different patterns.
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0 |
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|a Print version record.
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|a This is the only major text in the area of chemometrics published over the last decade focusing exclusively on pattern recognition. The coverage uses real world pattern recognition case studies, often involving quite large and complex datasets. It approaches pattern recognition as a hypothesis driven subject, and emphasizes tools such as contingency tables and ROC curves rarely used in chemometrics. The text also includes discussions on the many methods in biology and applicable to biological analytical chemistry data but are rarely known in the chemometrics or analytical chemistry community.
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546 |
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|a English.
|
590 |
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|a ProQuest Ebook Central
|b Ebook Central Academic Complete
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650 |
|
0 |
|a Chemometrics.
|
650 |
|
0 |
|a Pattern perception.
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650 |
|
6 |
|a Chimiométrie.
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650 |
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6 |
|a Perception des structures.
|
650 |
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7 |
|a SCIENCE
|x Chemistry
|x Analytic.
|2 bisacsh
|
650 |
|
7 |
|a Chemometrics
|2 fast
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650 |
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7 |
|a Pattern perception
|2 fast
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758 |
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|i has work:
|a Chemometrics for pattern recognition (Text)
|1 https://id.oclc.org/worldcat/entity/E39PCGkVTxjKVmTrbTYxtHwt8C
|4 https://id.oclc.org/worldcat/ontology/hasWork
|
776 |
0 |
8 |
|i Print version:
|a Brereton, Richard G.
|t Chemometrics for pattern recognition.
|d Chichester, U.K. : Wiley, 2009
|z 9780470987254
|z 0470987251
|w (DLC) 2009009689
|w (OCoLC)315238880
|
856 |
4 |
0 |
|u https://ebookcentral.uam.elogim.com/lib/uam-ebooks/detail.action?docID=454385
|z Texto completo
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