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committedFeb 1, 2022
rebase & resolve conflicts
Signed-off-by: pyalex <moskalenko.alexey@gmail.com>
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‎docs/reference/dqm.md

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@@ -12,7 +12,6 @@ Its goal is to address several complex data problems, namely:
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* Training/serving skew - distribution shift could significantly decrease the performance of the model.
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> To monitor data quality, we check that the characteristics of the tested dataset (aka the tested dataset's profile) are "equivalent" to the characteristics of the reference dataset.
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> Eg, data currently passed to the model hasn’t changed significantly since the model was trained, and expectations implicitly made by ML algorithm during training are still met.
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> How exactly profile equivalency should be measured is up to the user.
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### Overview

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