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Questions related to the Locally Interpretable Model-Agnostic Explanations (LIME) method of explaining black-box machine learning models.

3 votes
1 answer
46 views

Interpreting/Quantifying what is causing changes in ML model predictions week over week Ask

I have been trying to use the LIME package for this, but the issue is the coefficients/weights change for many of the demographic features which are static. … So from week 4 to week5, the Lime explanation will weigh something like Age, or incoming GPA slightly differently, which is harder to interpret. …
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