SciELO - Scientific Electronic Library Online

 
vol.22 número1A Storage Pattern-based Heuristic Algorithm for Solving Instances of Hard28 Datasets for the Bin Packing ProblemIs Natural User Interaction Really Natural? An Evaluation of Gesture-Based Navigating Techniques in Virtual Environments índice de autoresíndice de materiabúsqueda de artículos
Home Pagelista alfabética de revistas  

Servicios Personalizados

Revista

Articulo

Indicadores

Links relacionados

  • No hay artículos similaresSimilares en SciELO

Compartir


Computación y Sistemas

versión impresa ISSN 1405-5546

Resumen

HERNANDEZ-CASTANO, Javier A.; VILLUENDAS-REY, Yenny; CAMACHO-NIETO, Oscar  y  YANEZ-MARQUEZ, Cornelio. Experimental Platform for Intelligent Computing (EPIC). Comp. y Sist. [online]. 2018, vol.22, n.1, pp.245-253. ISSN 1405-5546.  https://doi.org/10.13053/cys-22-1-2907.

This paper presents the architecture and user interface of a novel Experimental Platform for Intelligent Computing (EPIC). Unlike the two most popular platforms (WEKA and KEEL), the proposed EPIC tool has a very friendly user interface, and offers some advantages with respect to existing tools for Intelligent Computing experiments. In particular, EPIC handles mixed and incomplete data directly, without preprocessing, and its architecture supports multi-target supervised classification and regression. It also contains a module for two dimensional dataset visualization, which includes the visualization of the decision frontier for several supervised learning algorithms.

Palabras llave : Experimental tools; EPIC; WEKA; KEEL; intelligent computing; supervised classification.

        · texto en Inglés     · Inglés ( pdf )