Targeting Negative Flips in Active Learning using Validation Sets

Ryan Benkert, Mohit Prabhushankar, Ghassan AlRegib

The performance of active learning algorithms can be improved in two ways. The often used and intuitive way is by reducing the overall error rate within the test set. The second wa…