Active-learning
nExplicit measure:
nFor each unlabeled instance
nFor each class label
nAdd to training data,
nTrain classifier
nMeasure classifier confusion
nCompute expected confusion
nChoose instance that yields lowest expected confusion
n
Implicit measure:
nTrain classifier
nFor each unlabeled instance
nMeasure prediction uncertainty
nChoose instance with highest uncertainty
n