Ways to deal with class imbalance in a classification problem

What is class imbalance? A dataset is said to have class imbalance problem if there is a huge difference between the number of observations of each class. For example a classification problem of finding fraudulent transactions will have very few fraudulent transactions compared non fraudulent transactions Why is it a problem? Because machine learning algorithms […]