For such problems an anytime algorithm may be especially useful. In this work we show how we can convert the ubiquitous nearest neighbor classifier into an anytime algorithm that can produce an ...

Abstract: The classification of imbalanced data is gradually becoming an important problem for research in machine learning and data mining. Oversampling is one of the effective approaches to solve ..