Keyword : over-fitting


A Pruning Algorithm for Training Cooperative Neural Network Ensembles
Md. SHAHJAHAN Kazuyuki MURASE 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2006/03/01
Vol. E89-D  No. 3 ; pp. 1257-1269
Type of Manuscript:  PAPER
Category: Biocybernetics, Neurocomputing
Keyword: 
neural network ensembleensemble designnegative correlation learningpruningnode decayover-fittinggeneralization
 Summary | Full Text:PDF

Realization of Admissibility for Supervised Learning
Akira HIRABAYASHI Hidemitsu OGAWA Akiko NAKASHIMA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2000/05/25
Vol. E83-D  No. 5 ; pp. 1170-1176
Type of Manuscript:  PAPER
Category: Biocybernetics, Neurocomputing
Keyword: 
supervised learninggeneralizationtraining errorover-fittingadmissibility
 Summary | Full Text:PDF