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Removes two functions:
selection.select_high_variance_features
andselection.select_percent_null()
, and replace them withselection.remove_low_information_features()
.The new function removes all features that only contain null values, or that only contain a single value.
The reason to remove these functions is that we are unsure about whether it is generally a good idea to remove these types of features. However, it is almost always a good idea to remove features that provide no information.