Hulse, Jason Van; Khoshgoftaar, Taghi M.; Napolitano, Amri - In: Journal of Information & Knowledge Management (JIKM) 10 (2011) 03, pp. 225-245
Learning from imbalanced training data can be a difficult endeavour, and the task is made even more challenging if the data is of low quality or the size of the training dataset is small. Data sampling is a commonly used method for improving learner performance when data is imbalanced. However,...