Data Complexity Measures for Imbalanced Classification Tasks

In imbalanced classification tasks, the training datasets may show class overlapping and classes of low density. In these scenarios, the predictions for the minority class are impaired. Although assessing the imbalance level of a training set is straightforward, it is hard to measure other aspects t... View More