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What is a potential downside of merging categories in categorical features? It enhances the interpretability of the model without any drawbacks It can lead to

What is a potential downside of merging categories in categorical features?

It enhances the interpretability of the model without any drawbacks

It can lead to a loss of potentially important information

It always improves the performance of the model

It increases the number of distinct categories in the feature

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