A theoretical analysis of bagging as a linear combination of classifiers
We apply an analytical framework for the analysis of linearly combined classifiers to ensembles generated by bagging. This provides an analytical model of bagging misclassification probability as a function of the ensemble size, which is a novel result in the literature. Experimental results on real...
| Veröffentlicht in: | IEEE transactions on pattern analysis and machine intelligence. - 1998. - 30(2008), 7 vom: 12. Juli, Seite 1293-9 |
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| Format: | Online-Aufsatz |
| Sprache: | English |
| Veröffentlicht: |
2008
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| Zugriff auf das übergeordnete Werk: | IEEE transactions on pattern analysis and machine intelligence |
| Schlagworte: | Journal Article |
| Online verfügbar |
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