Chemometrics for pattern recognition /
Richard G. Brereton.
- xvii, 504 pages. : colour. illustrations. ; 26 cm.
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.