Abstract:
For an ensemble of multi-layer perceptrons (MLP), test error is shown in this paper to be well correlated with a diversity/accuracy measure computed between pairs of patt...Show MoreMetadata
Abstract:
For an ensemble of multi-layer perceptrons (MLP), test error is shown in this paper to be well correlated with a diversity/accuracy measure computed between pairs of patterns. A weighted combination that uses the proposed measure to set the weights is shown to be less sensitive to the number of training epochs compared with majority vote.
Published in: Proceedings of the 17th International Conference on Pattern Recognition, 2004. ICPR 2004.
Date of Conference: 26-26 August 2004
Date Added to IEEE Xplore: 20 September 2004
Print ISBN:0-7695-2128-2
Print ISSN: 1051-4651
Contents 