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MAIRE - A Model Agnostic Interpretable Rule Extraction Procedure for Explaining Classifiers

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MAIRE

Run Instructions

Run the code for the examples using -

cd src
python -m examples.adult
python -m examples.abalone

The results will be produced in the results folder. To retrain a classifier that is explained, delete the corresponding file in saved_models and rerun using above commands.

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MAIRE - A Model Agnostic Interpretable Rule Extraction Procedure for Explaining Classifiers

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