classification algorithms for anomaly detection when there is class imbalance My target variable is boolean and has 0.001% of NO records and remaining YES records.
Can anyone suggest algorithms which are best for anomaly detection in R when there is severe class imbalance.
Here is a pretty detailed summary on Handling Imbalanced Classes. Since you mentioned R, you might want to take a look at unbalanced package.