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The process of assessing whether the results of an analysis are likely to hold outside of the original research setting. DO NOT use this tag for discussing 'validity' of a measurement or instrument (such as that it measures what it purports to), use [validity] tag instead.

2 votes

Repeatedly measuring accuracy against the hold out set

It sounds like you're trying to create an active learning algorithm, if I interpreted the setting correctly. If so, have you already looked at other active learning methods and found them unsatisfacto …
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