Presented and published in the proceedings of the
International Conference on Information Reuse and Integration (IRI'00)
Honolulu, HI, Nov.1, 2000.

 

A Framework for Integrating Ensemble Classifiers And Scientific Database Technologies

 

R.S. Renner
Department of Computer Science
California State University, Chico
Chico, CA 95929-0410 USA

 

ABSTRACT
A general framework is presented for the design and development of an integrated system of ensemble network generation, storage, analysis and retrieval. The system is comprised of two independent components: 1) a simulation tool for generating ensembles of neural network classifiers, predictions, trial conditions, performance-related data, and meta-data. A model implementation is discussed.

Keywords: neural network ensembles, scientific database, NNES SciDB


* Present Address: Dept. of Computer Science
California State University - Chico
Chico, CA 95929-0410
E-mail: renner@ecst.csuchico.edu