Improving Uncertainty Sampling with Bell Curve Weight Function

Zan-Kai Chong, Hiroyuki Ohsaki, Bok-Min Goi

Typically, a supervised learning model is trained using passive learning by randomly selecting unlabelled instances to annotate. This approach is effective for learning a model, bu…