Active Learning Via Sequential Design and Uncertainty Sampling

Jing Wang, Eunsik Park, Yuan-chin Ivan Chang

Classification is an important task in many fields including biomedical research and machine learning. Traditionally, a classification rule is constructed based a bunch of labeled…