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Fisher's discriminant method was used to discriminate the hydrochemical differences between SW, SG and DG, and shows that the factor group of "natural hydrochemistry evolution" had the most substantial discriminant ability for the surface water and groundwater.
The discriminative common vectors (DCV) algorithm is a recently addressed discriminant method, which shows better face recognition effects than some commonly used linear discriminant algorithms.
In this study, the Fisher's discriminant method was used.
Emphasis is also given to Fisher's linear discriminant method (LDA) for the two-class case.
In previous research, the discriminant method was used to combine these test results.
Ross and Jain [20] combined face, fingerprint, and hand with sum rule, decision tree, and linear discriminant method.
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Preprocessed GC-FID fingerprints of genuine and counterfeit samples were further modeled using multivariate discriminant methods in order to verify the possibility of their discrimination.
In Sections 2 and 3, we will introduce the above-mentioned non-linear discriminant methods and active learning methods, respectively.
While the active learning versions for the above-mentioned nonlinear discriminant methods are not sufficiently developed, the ASVM (active learning SVM) proposed by Tong & Koller [12] gets a lot of attention.
In this paper, a systematic method is described that constructs an efficient and a robust coarse classifier from a large number of basic recognizers obtained by different parameters of feature extraction, different discriminant methods or functions, etc.
Bayes' theorem (Formula 1) was applied as a classification procedure for both discriminant methods.
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