lime icon indicating copy to clipboard operation
lime copied to clipboard

How to extract the feature names and range of values provided in the LIME explanation for further analysis?

Open adib0073 opened this issue 3 years ago • 0 comments

I was wondering if there is a way to extract the features and range of values provided in the LIME explanations. For example, if I use: exp.as_list() I can get the LIME explanations as a list:

 ('V58 <= 2.00', 0.01779097962511598),
 ('FR_V5 <= 0.00', 0.01655396480669045),
 ('V16 <= 1.00', 0.015417445049340592),
 ('V49 <= 0.00', 0.013619686539722495),
 ('V70 <= 0.00', -0.011270360120878545),

But I want to extract this explanation, as something like this: <feature_name, operator (e.g. >,<= and so on) and the value(s)> This would allow to do further analysis using LIME.

adib0073 avatar Feb 11 '22 09:02 adib0073