Chemometrics for pattern recognition Richard G. Brereton.
Material type:
TextPublication details: Chichester, U.K. : John Wiley & Sons; 2009Description: xvii, 504 p. : col. ill. ; 24 cmISBN: - 9780470987254
- 543.015195 BRE/Che 22
- QD75.4.C45 B74 2009
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Goa University Library General Stacks | 543.015195 BRE/Che (Browse shelf(Opens below)) | Available | 158126 |
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| 543 VAL/Pri Principles of Analytical Chemistry: A textbook | 543 VAL/Pri Principles of analytical chemistry: a textbook | 543.0072 KRA/Che Chemometric techniques for quantitative analysis | 543.015195 BRE/Che Chemometrics for pattern recognition | 543.0685 HUB/Val Validation and Qualification in Analytical Laboratories - 2nd ed. | 543.0685 WEN/Qua Quality assurance in analytical chemistry: training and teaching (with CD) | 543.07 MAR-NAE Multivariate calibration |
Includes bibliographical references and index.
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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