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Details for article 1 of 6 found articles
| Title: |
Adjusted estimation for the combination of classifiers |
| Author: |
Bart J.A. Mertens David J. Hand |
| Appeared in: |
Intelligent data analysis |
| Paging: | Volume 4 (2001) nr. 2 pages 165-179 |
| Year: |
2001-04-01 |
| Contents: |
An algorithm is proposed which adaptively and simultaneously estimates and combines classifiers originating from distinct classification frameworks for improved prediction. The methodology is developed and evaluated on simulations and real data. Analogies and similarities with generalized additive modeling, neural estimation and boosting are discussed. We contrast the approach with existing Bayesian model averaging methods. Areas for further research and development are indicated. |
| Publisher: |
IOS Press |
| Source file: |
Elektronische Wetenschappelijke Tijdschriften |
Details for article 1 of 6 found articles
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