•Maximal
margin hyperplane
•Highly
effective for text classification
–Can we
do even better with active learning?
•
•Assumption:
–Actual
labeling of the entire pool is linearly separable
–Remark:
assumption can be relaxed
•
•We
will give querying functions for SVMs