Influence of class distribution on cost-sensitive learning: A case study of bankruptcy analysis
Ning Chen, An Chen, Bernardete Ribeiro · Intelligent Data Analysis · 2013
Skewed class distribution and non-uniform misclassification cost are pervasive in many real-world domains such as bankruptcy prediction, medical diagnosis, and intrusion detection. Although class imbalance learning and cost-sensitive learning can be