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Active Comparison of Prediction Models

Published on Jan 14, 20132815 Views

We address the problem of comparing the risks of two given predictive models - for instance, a baseline model and a challenger - as confidently as possible on a fixed labeling budget. This problem occ

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Active Comparison of Prediction Models00:00
Problem Setting00:58
Optimal Sampling Distribution01:55
Empirical Results02:53