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It would be great to make it really easy drop the redundant columns in the TableVectorizer (Using the DropSimilar transformer inside the TableVectorizer), by a simple additional argument.
This would have improvements both is speed/memory and maybe in statistical performance.
I realize that it makes the TableVectorizer even more a swiss-army knife than it currently is, but honestly, it's sooo useful and we use it everywhere, even as an element in complex pipelines.
The text was updated successfully, but these errors were encountered:
It would be great to make it really easy drop the redundant columns in the TableVectorizer (Using the DropSimilar transformer inside the TableVectorizer), by a simple additional argument.
This would have improvements both is speed/memory and maybe in statistical performance.
I realize that it makes the TableVectorizer even more a swiss-army knife than it currently is, but honestly, it's sooo useful and we use it everywhere, even as an element in complex pipelines.
The text was updated successfully, but these errors were encountered: