title: What is correct way of sampling a highly imbalanced dataset which has low between feature correlation and low between class variance?
body: <p>I have a dataset with 23 features with very low correlation. The two classes have low variance between the classes.</p>
  
  <p>The classes are highly imbalanced like that of data available for fraud detection. What is suitable approach for sampling this kind of data ?</p>