Boosting Neural Networks. Published by Holger Schwenk and Yoshua Benggio Neural Computation , 12(8):1869-1887, 2000. Presented by Yong Li. Outline. Introduction AdaBoost 3 versions of AdaBoost for Neural Network Results Conclusions Discussions. Introduction.
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Published by Holger Schwenk and Yoshua Benggio
Neural Computation, 12(8):1869-1887, 2000.
Presented by Yong Li
The number of examples with high margin increases when more classifier are combined by boosting
Note: There are opposite results about the margin cumulative distribution.
Bagging has no significant influence on the margin distribution