A New Classification Algorithm: Optimally Generalized Learning Vector Quantization (OGLVQ)

We present a new Generalized Learning Vector Quantization classifier called Optimally Generalized Learning Vector Quantization based on a novel weight-update rule for learning labelled samples. The algorithm attains stable prototype/weight vector dynamics in terms of estimated current and previous w... View More