xai-classification

eXplainable AI for eXtreme Gradient Boosting classification of lateral spreading datasets

Name		Name	Last commit message	Last commit date
Latest commit History 34 Commits
xgb_models		xgb_models
.gitignore		.gitignore
LICENSE		LICENSE
README.md		README.md
RF_YN3.csv		RF_YN3.csv
RF_YN_Model0.csv		RF_YN_Model0.csv
RF_YN_Model3.csv		RF_YN_Model3.csv
RF_YN_Model5.csv		RF_YN_Model5.csv
data-analysis.ipynb		data-analysis.ipynb
decision-tree.ipynb		decision-tree.ipynb
explainer-YN0.ipynb		explainer-YN0.ipynb
explainer-YN3.ipynb		explainer-YN3.ipynb
explainer-YN5.ipynb		explainer-YN5.ipynb
interpret.ipynb		interpret.ipynb
knowledge-distillation.ipynb		knowledge-distillation.ipynb
lime-explainer.ipynb		lime-explainer.ipynb
opt_XGB_loss.png		opt_XGB_loss.png
optimal_decision_tree.ipynb		optimal_decision_tree.ipynb
plots.py		plots.py
raw-dataset.csv		raw-dataset.csv
shap-explainer.ipynb		shap-explainer.ipynb
svi-3.ipynb		svi-3.ipynb
xai_env.yml		xai_env.yml
xgb-classifier.pkl		xgb-classifier.pkl
xgboost.ipynb		xgboost.ipynb

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