Specialized AI Topics
SHAP
SHapley Additive exPlanations - a unified approach to explaining model predictions using game theory.
This concept is essential for understanding specialized ai topics and forms a key part of modern AI systems.
Related Concepts
- Explainability
- Feature Importance
- Interpretability
Tags
specialized-ai-topics explainability feature-importance interpretability
Related Terms
Explainability
The ability to explain how an AI model makes decisions in human-understandable terms, crucial for trust and accountability.
Feature Importance
Measures indicating which features contribute most to model predictions, useful for interpretation and selection.
Interpretability
Understanding the internal workings of AI models, including which features influence predictions and why.