This is accompanying directory for the article.
Folder structure is the following:
- src - contains source codes.
- outputs - contains output from a reference run
- outputs_llm - contains outputs from LLM on which results were interpreted
To rerun, please follow the files in folder src.
# Prepare data
python 01_prepare_data_binary.py
# Run binary models
python 02_compute_compare_models.py 514 --model_id 1 >02_514_model1.txt
python 02_compute_compare_models.py 514 --model_id 2 >02_514_model2.txt
python 02_compute_compare_models.py 514 --model_id 3 >02_514_model3.txt
python 02_compute_compare_models.py 65 --model_id 0 >02_65_model0.txt
python 02_compute_compare_models.py 65 --model_id 1 >02_65_model1.txt
python 02_compute_compare_models.py 65 --model_id 2 >02_65_model2.txt
# Compute feature importance agreement
python 03_compute_feature_importance_agreement.py 65 >03_65.txt
python 03_compute_feature_importance_agreement.py 514 >03_514.txt
# Compute ARA feature importances
python 04_compute_ara.py 65 --trte_set train >04_65_train.txt
python 04_compute_ara.py 65 --trte_set test >04_65_test.txt
python 04_compute_ara.py 514 --trte_set train >04_514_train.txt
python 04_compute_ara.py 514 --trte_set test >04_514_test.txt
Note that package was tested with Python 3.12 as CatBoost does not run with Python 3.13