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linear discriminant analysis


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1 برق و الکترونیک:: آنالیز تفکیک خطی

Linear Discriminant Analysis (LDA) is actually a classification algorithm, but dur‐ ing training it learns the most discriminative axes between the classes, and these axes can then be used to define a hyperplane onto which to project the data. The benefit is that the projection will keep classes as far apart as possible, so LDA is a good technique to reduce dimensionality before running another classification algorithm such as an SVM classifier. Linear Discriminant Analysis (LDA), 224 linear models

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2 عمومی:: آنالیز افتراقی خطی

widely-used classifiers: logistic regression, linear discriminant analysis, and response will be the same as for the linear discriminant analysis (LDA) 4.4 Linear Discriminant Analysis Linear discriminant analysis does not suffer from this problem. • As mentioned in Section 4.3.5, linear discriminant analysis is popular

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