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The proposal of calculation classifier weights for an assembly of classifiers

Burduk R.

Journal of Medical Informatics & Technologies

2014

Vol. 23

181--186

The selection of classifiers is one of the important problems in the creation of ensemble of classifiers. The paper presents the static selection in which a new method of calculating the weights of individual classifiers is used. The obtained weights can be interpreted in the context of the interval logic. It means that the particular weights will not be provided precisely but their lower and upper values will be used. A number of experiments have been carried out on several medical data sets.