Encoders do not raise parameter Value Error at initialisation #442
Description
SimilarityEncoder does not raise parameter Value Error at initialisation. So the user realise there is a problem only after trying to fit the encoder.
dirty_cat version:
Expected behavior:
SimilarityEncoder(handle_unknown='blabla')
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ValueError: Got handle_unknown='blabla', but expected any of {'error', 'ignore'}. Observed behavior:
SimilarityEncoder(handle_unknown='blabla')
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# No errors