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Fix unit test test_optimum_pipe_predict_and_predict_proba_and_transform().

test_optimum_pipe_predict_and_predict_proba_and_transform() was
throwing an error every time PCA was selected as HP.
The scaled data had to be passed to the PCA, which wasn't
done before.
@sonarqubecloud
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@NilsWinter NilsWinter merged commit 494eb76 into main Jun 12, 2025
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2 participants