An Application of Monte-Carlo-Based Sensitivity Analysis on the Overlap in Discriminant Analysis

Discriminant analysis (DA) is used for the measurement of estimates of a discriminant function by minimizing their group misclassifications to predict group membership of newly sampled data. A major source of misclassification in DA is due to the overlapping of groups. The uncertainty in the input v...

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Bibliographic Details
Main Authors: S. Razmyan, F. Hosseinzadeh Lotfi
Format: Article
Language:English
Published: Wiley 2012-01-01
Series:Journal of Applied Mathematics
Online Access:http://dx.doi.org/10.1155/2012/315868
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