Statements (24)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:software
|
| gptkbp:author |
gptkb:Scott_Lundberg
|
| gptkbp:availableOn |
gptkb:PyPI
|
| gptkbp:documentation |
https://shap.readthedocs.io/
|
| gptkbp:firstReleased |
2017
|
| gptkbp:fullName |
SHAP (SHapley Additive exPlanations)
|
| https://www.w3.org/2000/01/rdf-schema#label |
shap
|
| gptkbp:implementedIn |
Shapley values
|
| gptkbp:language |
gptkb:Python
|
| gptkbp:license |
gptkb:MIT_License
|
| gptkbp:relatedConcept |
gptkb:LIME
model explainability |
| gptkbp:repository |
https://github.com/slundberg/shap
|
| gptkbp:supports |
gptkb:CatBoost
gptkb:LightGBM gptkb:TensorFlow gptkb:XGBoost gptkb:PyTorch gptkb:scikit-learn |
| gptkbp:usedFor |
gptkb:explainable_AI
machine learning model interpretability |
| gptkbp:bfsParent |
gptkb:SHAP
gptkb:SHAP_values |
| gptkbp:bfsLayer |
7
|