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Your search keyword '"Hastie, Trevor"' showing total 2 results
Start Over Author "Hastie, Trevor" Search Limiters Full Text Topic discriminant analysis Journal journal of computational & graphical statistics Publisher taylor & francis ltd
2 results on '"Hastie, Trevor"'

1. Feature Extraction for Nonparametric Discriminant Analysis.

Author

Mu Zhu and Hastie, Trevor J.

Subjects
*DISCRIMINANT analysis, *STATISTICAL correlation, *GRAPHICAL modeling (Statistics)
Abstract

Develops a general method for finding important discriminant directions without assuming the class densities belong to any particular parametric family using a likelihood-based interpretation of linear discriminant analysis criterion. Importance of discriminant directions; Existence of local maxima; Misclassification errors for different one-dimensional Bayes rules.

Published
2003
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2. The Error Coding Method and PICTs.

Author

James, Gareth and Hastie, Trevor

Subjects
*DISCRIMINANT analysis, *CODING theory
Abstract

Provides information on plug-in classification technique (PICT), a method that takes a standard classifier and plugs it into an algorithm to produce a new classifier. Suggested PICT for solving class classification problems using binary classifiers; Discussion on coding matrix; Functions of ECOC PICT.

Published
1998
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