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flennerhag / mlens

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Bug? ``mlens.utils.check_instances`` returns wrong pipeline orders

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lunluen
lunluen commented Sep 6, 2019

If I understand it right, check_instances seems to tend to cluster transformers with same types without regard to the list order.
So the results from make_group and BaseEnsemble are also wrong.

Reproduce - Case 1

Code

from mlens.utils import check_instances
from sklearn.preprocessing import (
    StandardScaler as SS, FunctionTransformer as FT)
from xgboost imp
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bug easy priority

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