Active Learning Strategy Planner

When labeling is expensive and you want the most signal per dollar.

I have [N] unlabeled samples and a labeling budget of [M]. Design an active learning strategy: the selection method, the batch size, the stopping criterion, and how to measure improvement.

Anything in square brackets is meant to be replaced. The builder turns those into fields you can type into.