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One of the main factors that affect the supervised learning performance of neural network (NN) is training data set. However, for real world problems, it is not always easy to obtain high quality training data sets. In this paper, a novel training data selection method based on shadowed sets is proposed that can select an informative and representative subset of training data to ameliorate the supervised...
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