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