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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
toFalse
by default.