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Abstract: Sonar Cumulative training margin distributions for AdaBoost versus our "Direct Optimization Of Margins" (DOOM) algorithm. (Update)
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BibTeX entry: (Update)
Llew Mason, Peter Bartlett, and Jonathan Baxter. Direct optimization of margins improves generalization in combined classifiers. Technical report, Deparment of Systems Engineering, Australian National University, 1998. http://citeseer.ist.psu.edu/mason98direct.html More
@misc{ mason98direct,
author = "L. Mason and P. Bartlett and J. Baxter",
title = "Direct optimization of margins improves generalization in combined classifiers",
text = "Llew Mason, Peter Bartlett, and Jonathan Baxter. Direct optimization of
margins improves generalization in combined classifiers. Technical report,
Deparment of Systems Engineering, Australian National University, 1998.",
year = "1998",
url = "citeseer.ist.psu.edu/mason98direct.html" }
Citations (may not include all citations):696 UCI repository of machine learning databases (context) - Keogh, BlakeandC et al. - 1998
243 Boosting the margin: a new explanation for the effectiveness.. - Schapire, Freund et al. - 1998
91 The sample complexity of pattern classification with neural .. - Bartlett - 1998
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43 Improved generalization through explicit optimization of mar.. - Mason, Bartlett et al. - 1998
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