mlxtend icon indicating copy to clipboard operation
mlxtend copied to clipboard

association_rules new metrics

Open mikaelmv opened this issue 4 years ago • 2 comments

Hi,

It would be very beneficial to add couple fundamental metrics to association_rules. These are "Kulczynski metric" and "Imbalance Ratio" which provide the user with the most interesting patterns in consideration of null-invariance and itemsets' imbalance.

Their implementation is also very straightforward as its built on top of confidence and support.

image

image

Thank you,

mikaelmv avatar Aug 12 '21 09:08 mikaelmv

I agree, having additional metrics would be nice.

rasbt avatar Aug 12 '21 13:08 rasbt