E.10.LRN:5.4 - Active learning

An active-learning policy chooses a query or observation because its expected result may improve a model or decision. Recover the current model state, acquisition option, expected information or decision value, cost, returned observation, update, and next decision separately. The data-acquisition choice is closer to inquiry or mining in this branch than to a claim that a holder acquired a capability.