The imbalance data can be seen in various areas such as text classification, credit card fraud detection, risk management, web page classification, image classification, medical diagnosis/monitoring, and biological data analysis.
The classification algorithms have more tendencies to the large class and might even deal with the minority class data as the outlier data. The text data is one of t...