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A deterministic approach to regularized linear discriminant analysis

โœ Scribed by Sharma, Alok; Paliwal, Kuldip K.

Book ID
127333664
Publisher
Elsevier Science
Year
2015
Tongue
English
Weight
741 KB
Volume
151
Category
Article
ISSN
0925-2312

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Three classifiers, namely linear discriminant analysis (LDA), quadratic discriminant analysis (QDA) and regularized discriminant analysis (RDA) are considered in this study for classification based on MR data. Because NIR data sets are severely ill-conditioned, the three methods cannot be directly a