[PDF][PDF] Genetic Approach for Optimizing Ensembles of Classifiers.
An ensemble of classifiers is a set of classifiers whose predictions are combined in some
way to classify new instances. Early research has shown that, in general, an ensemble of
classifiers is more accurate than any of the single classifiers in the ensemble. Usually the
gains obtained by combining different classifiers are more affected by the chosen classifiers
than by the used combination. It is common in the research on this topic to select by hand
the right combination of classifiers and the method to combine them, but the approach …
way to classify new instances. Early research has shown that, in general, an ensemble of
classifiers is more accurate than any of the single classifiers in the ensemble. Usually the
gains obtained by combining different classifiers are more affected by the chosen classifiers
than by the used combination. It is common in the research on this topic to select by hand
the right combination of classifiers and the method to combine them, but the approach …
Genetic approach for optimizing ensembles of classifiers
FJ Ordóñez Morales, AI Ledezma Espino… - 2008 - e-archivo.uc3m.es
An ensemble of classifiers is a set of classifiers whose predictions are combined in some
way to classify new instances. Early research has shown that, in general, an ensemble of
classifiers is more accurate than any of the single classifiers in the ensemble. Usually the
gains obtained by combining different classifiers are more affected by the chosen classifiers
than by the used combination. It is common in the research on this topic to select by hand
the right combination of classifiers and the method to combine them, but the approach …
way to classify new instances. Early research has shown that, in general, an ensemble of
classifiers is more accurate than any of the single classifiers in the ensemble. Usually the
gains obtained by combining different classifiers are more affected by the chosen classifiers
than by the used combination. It is common in the research on this topic to select by hand
the right combination of classifiers and the method to combine them, but the approach …
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