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Anchor experiments

This repository has code for replicating the experiments in High-Precision Model-Agnostic Explanations.

If you actually want to try anchors, use the code in this repository instead.

Installation

Inside a virtualenv, run:

pip install lime==0.1.1.29 sklearn matplotlib seaborn numpy argparse xgboost==0.4a30

Examples

Run:

python run_compute_explanations.py
python run_process_results.py
python make_graphs_and_table.py

Results will be in folder results

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Experiments for AAAI anchor paper

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