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Since syllogism is participating in this thread, what kind of active learning are you using? I'm always hesitant to use anything except for IWAL since most of t
by imh 9y ago
Since syllogism is participating in this thread, what kind of active learning are you using? I'm always hesitant to use anything except for IWAL since most of the more common ones aren't actually consistent. Even then, then payoff tends to be kinda disappointing.
(But I'm definitely not an expert)
- syllogism 9y agoYes, it uses importance weighted active learning. You can set the priorities yourself, but the default built-in sorter is just uses distance from 0.5. There's a random component to help make sure the model doesn't get stuck asking the wrong questions.
- imh 9y agoThanks for the answer :) Great work here, btw. It's refreshing to see emphasis on "label some damned data" and work towards making that easy.