The Kernel Adatron with Bias Unit: Analysis of the Algorithm (Part 2)
Frieb, Thilo-Thomas and Harrison, R.F.
(1998)
The Kernel Adatron with Bias Unit: Analysis of the Algorithm (Part 2).
UNSPECIFIED.
ACSE Research Report 728
.
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 an adaptive perceptron (Adatron) which uses augmented patterns in the kernel feature space. The algorithm has been proposed firstly in [9]. In this document the convergence of properties 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.
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