Query By Committee

Query by Committee (QBC) takes inspiration from ensemble methods. Instead of just one classifier, it takes into account the decision of a committee C=ℎ1,…,ℎc of classifiers ℎi. Each classifier has the same target classes, but a different underlying model or a different view on the data.

References

Intro to Active Learning. inovex Blog. Link.