The Kernel Adatron With Bias Unit: Analysis of the Algorithm (Part 1)
Frieb, Thilo-Thomas and Harrison, R.F.
(1998)
The Kernel Adatron With Bias Unit: Analysis of the Algorithm (Part 1).
Research Report.
ACSE Research Report 729
.
Department of Automatic Control and Systems Engineering
Abstract
The kernel Adatron with bias allows to find a large margin classifier in the kernel feature space. It is a kernel Adatron (adaptive perceptron) which uses augmented patterns in the kernel feature space. The algorithm has been proposed recently. In this document the convergence properties of the algorithm are investigated. As a by-product of the current analysis a simpler formulation of the algorithm is derived.
Metadata
Authors/Creators:
Frieb, Thilo-Thomas
Harrison, R.F.
Copyright, Publisher and Additional Information:
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