BDBComp
Parceria:
SBC
Applying Static and Dynamic Weight Measures in Ensemble Systems

Crowd Simulate in Panic Situations

Paradeda, R.Xavier, J.C.Canuto, A.M.P.

It is well known that the use of ensemble systems usually increases the accuracy rate of individual machine learning systems. A way of improving the accuracy of these systems even further is through the use of weight measures. This paper analyzes the influence of the use of static and dynamic weights in the accuracy of two structures (homogeneous and heterogeneous) of ensemble systems. Furthermore, it investigates the relation between diversity and the use weights in ensemble system.

http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=4665890

Caso o link acima esteja inválido, faça uma busca pelo texto completo na Web: Buscar na Web

Biblioteca Digital Brasileira de Computação - Contato: bdbcomp@lbd.dcc.ufmg.br
     Mantida por:
LBD