Linear Classifiers Based on Binary Distributed Representations


Autoria(s): Rachkovskij, Dmitri
Data(s)

07/12/2009

07/12/2009

2007

Resumo

Binary distributed representations of vector data (numerical, textual, visual) are investigated in classification tasks. A comparative analysis of results for various methods and tasks using artificial and real-world data is given.

Identificador

1313-0463

http://hdl.handle.net/10525/691

Idioma(s)

en

Publicador

Institute of Information Theories and Applications FOI ITHEA

Palavras-Chave #Distributed Representations #Binary Representations #Coarse Coding #Classifiers #Perceptron #SVM #RSC
Tipo

Article