How to Select Which Active Learning Strategy is Best Suited for Y our Specific Problem and Budget Guy Hacohen, Daphna Weinshall School of Computer Science & Engineering

In the traditional supervised learning framework, active learning enables the learner to actively engage in the construction of the labeled training set by selecting a fixed-sized subset of unlabeled examples for labeling by an oracle, where the number of labels requested is referred to as the budget .