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datasets
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fig
 
 
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rule_ensemble
rule_ensemble
 
 
LICENSE
LICENSE
 
 
README.md
README.md
 
 
demo.ipynb
demo.ipynb
 
 
exp_compare.py
exp_compare.py
 
 
exp_tradeoff.py
exp_tradeoff.py
 
 
plot.ipynb
plot.ipynb
 
 

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Locally Interpretable Rule Ensemble

Temporary repository for our paper "Learning Locally Interpretable Rule Ensemble" (to appear in ECMLPKDD-23).

Basic Usage

Running examples are provided in demo.ipynb.

Reproduce Experiments

Scripts to reproduce the experimental results are provided in exp_compare.py and exp_tradeoff.py. All the figures in our paper were drawn by plot.ipynb.

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LIRE: Locally Interpretable Rule Ensemble [ECMLPKDD-23]

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