How many labeled examples needed for classification service?

I am planning to use the classification service to compare book summaries (FYI @wu, @lowe) with an enhanced version of the BISAC book category system (standard in bookworld). It says I can provide up to 200 labeled examples. My question is, how many can I get by with? The fewer the better…

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I have some ideas. You’re welcome to do some tire-kicking when I have things up and running!

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