Optimizing log-loss while the business cares about top-decile preci…

Question

Optimizing log-loss while the business cares about top-decile precision requires:

Accepted Answer

Tracking both training objectives and business-aligned evaluation metrics/thresholds — Train on log-loss if you want, but evaluate/threshold on business precision.

Answer

Ignoring business metrics

Answer

Assuming they are identical

Answer

Deleting precision metrics

Optimizing log-loss while the business cares about top-decile precision requires:

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Full Explanation