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Classifying measurement errors

โœ Scribed by M. A. Zemel'man


Publisher
Springer US
Year
1985
Tongue
English
Weight
415 KB
Volume
28
Category
Article
ISSN
0543-1972

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Generalization Error of Combined Classif
โœ Llew Mason; Peter L. Bartlett; Mostefa Golea ๐Ÿ“‚ Article ๐Ÿ“… 2002 ๐Ÿ› Elsevier Science ๐ŸŒ English โš– 227 KB

We derive an upper bound on the generalization error of classifiers which can be represented as thresholded convex combinations of thresholded convex combinations of functions. Such classifiers include single hidden-layer threshold networks and voted combinations of decision trees (such as those pro