Add a "DropSimilar" transformer
GaelVaroquaux opened this issue · 0 comments
GaelVaroquaux commented
Problem Description
Dropping very similar columns can decrease computational cost (memory usage and CPU time)
Feature Description
Once #984, we will have the mechanics to detect this similarity. We should add a transformer that exposes it.
This should probably be tackled only after we have merged in the recipe, as it will be much nicer to demonstrate this functionality using the recipe.