Specialized AI Topics
Explainable AI
Methods and techniques for making AI decision-making transparent and interpretable to humans.
This concept is essential for understanding specialized ai topics and forms a key part of modern AI systems.
Related Concepts
- Interpretability
- Explainability
- SHAP
- LIME
Tags
specialized-ai-topics interpretability explainability shap
Related Terms
Explainability
The ability to explain how an AI model makes decisions in human-understandable terms, crucial for trust and accountability.
Interpretability
Understanding the internal workings of AI models, including which features influence predictions and why.
LIME
Local Interpretable Model-agnostic Explanations - explaining individual predictions by approximating with simpler models.
SHAP
SHapley Additive exPlanations - a unified approach to explaining model predictions using game theory.