Combined classification error rate estimator for the Fisher linear classifier
نویسندگان
چکیده
منابع مشابه
Expected classification error of the Fisher linear classifier with pseudo-inverse covariance matrix
The pseudo-Fisher linear classifier is considered as the ‘‘diagonal’’ Fisher linear classifier applied to the principal components corresponding to non-zero eigenvalues of the sample covariance matrix. An asymptotic formula for the expected Ž . generalization error of the Fisher classifier with the pseudo-inversion is derived which explains the peaking behaviour: with an increasing number of le...
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1 Faculty of Electrical Engineering, K.N. Toosi University of Technology, P. O. Box 16315-1355, Tehran, Iran 2Unité de Génie Biophysique et Médical, Groupe de Recherche sur l’Analyse Multimodale de la Fonction Cérébrale (GRAMFC), Faculté de Médecine, 3 rue des Louvels, 80036 AMIENS cedex, France 3 School of Information Technology and Engineering, University of Ottawa, 800 King Edward Avenue, Ot...
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ژورنال
عنوان ژورنال: Information Technology And Control
سال: 2017
ISSN: 2335-884X,1392-124X
DOI: 10.5755/j01.itc.45.4.14268