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Explainable AI (XAI) - Coggle Diagram
Explainable AI (XAI)
Algorithmic Recourse
Transparent Model Design
Decision Tree
Falling Rule List
Bayesian Rule List
Decision Set
OSDT
COREL
GAM
EBM
NAM
Black Box Model Explanation
Outcome (per instance) Explanation
Feature Attribution
Model Dependent
Model Agnostic
Training Sample Influence
Model Explanation
Transparent Model Approximation
Model Distillation (agnostic)
Model Decomposition (dependent)
Prototypes
Model Inspection
Feature Importance
Training Sample Worth
Partial Dependence Plots
Error Analysis