Statements (23)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
explainable AI method
|
| gptkbp:appliesTo |
machine learning models
|
| gptkbp:basedOn |
Shapley values
|
| gptkbp:explains |
global model behavior
individual predictions |
| gptkbp:hasLibrary |
gptkb:shap
|
| https://www.w3.org/2000/01/rdf-schema#label |
SHAP values
|
| gptkbp:implementedIn |
gptkb:Python
|
| gptkbp:introduced |
gptkb:Scott_Lundberg
|
| gptkbp:introducedIn |
2017
|
| gptkbp:provides |
feature importance
|
| gptkbp:relatedTo |
gptkb:LIME
game theory |
| gptkbp:standsFor |
gptkb:SHapley_Additive_exPlanations
|
| gptkbp:usedFor |
model interpretability
|
| gptkbp:usedIn |
gptkb:artificial_intelligence
gptkb:machine_learning data science |
| gptkbp:visualizes |
dependence plot
force plot summary plot |
| gptkbp:bfsParent |
gptkb:SageMaker_Clarify
|
| gptkbp:bfsLayer |
6
|