Co-training by Committee: A New Semi-supervised Learning Framework

Abstract

For many data mining applications, it is necessary to develop algorithms that use unlabeled data to improve the accuracy of the supervised learning. Co-Training is a popular semi-supervised learning algorithm. It assumes that each example is represented by two or more redundantly sufficient sets of features (views) and these views are independent given the… (More)
DOI: 10.1109/ICDMW.2008.27

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