Active Learning With Unsupervised Ensembles Of Classifiers

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Active Learning With Unsupervised Ensembles Of Classifiers


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Active Learning With Unsupervised Ensembles Of Classifiers

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The present work introduces a simple scheme for active classification of data using unsupervised ensembles of classifiers. Uncertainty sampling, with different uncertainty measures, is evaluated for data selection, while an online expectation maximization
The present work introduces a simple scheme for active classification of data using unsupervised ensembles of classifiers. Uncertainty sampling, with different uncertainty measures, is evaluated for data selection, while an online expectation maximization