Simple Generalized Learning Vector Quantizationhttp://mloss.orgUpdates and additions to Simple Generalized Learning Vector QuantizationenThu, 04 Jun 2015 10:49:49 -0000Simple Generalized Learning Vector Quantization 1.0<html><p>Simple and hopefully clean and easy to follow implementation of the Generalized Learning Vector Quantizer (GLVQ) - a prototype based classifier originally proposed by Sato &amp; Yamada. I provide the code with variants for metric adaptation (RGLVQ, GMLVQ, LiRaM). </p> <p>The implementation makes some simplifications and is compositional (e.g. the used metric is a matlab class and not directly implemented in the algorithm). I also use the minFunc toolbox to avoid any direct dependency to the used optimization scheme. Hence the code has much fewer parameters as you will typically find for GLVQ code. </p> <p>The archive comes with a small demo script showing a typical run for with the different GLVQ variants. </p></html>frank michael schleifThu, 04 Jun 2015 10:49:49 -0000 learning