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This repository has been archived by the owner on Oct 12, 2021. It is now read-only.

Un-bias procedure off by default #501

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Apr 30, 2021
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@paxcema paxcema commented Apr 29, 2021

Why

Tests with OpenML and internal benchmarking suites suggest that the DataTransformer un-biasing procedure may hinder balanced accuracy. It is a useful behavior, but it might be better to have it disabled by default.

How

Setting the equal_accuracy_for_all_output_categories to False by default.

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