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The diversity of an ensemble of models is known to be an important factor in improving its generalization performance. We present an ensemble method based on clustering technique from libraries of models, EMC (ensemble of models based on clustering). It may be seen as a unified ensemble approach based on clustering. First, model libraries are generated using different learning algorithms and parameter...
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