Back to results for “SHAP Values for Model Explanation”
Explainable AI (XAI) › Visualizing Model Decisions

What is Visualizing Model Decisions

Beginner

Answer

Visualizing model decisions involves creating charts, heatmaps, or diagrams that show how a model arrived at a specific prediction in an easy to understand visual format.
Real-world example A heatmap visualization shows exactly which pixels in a photo most influenced an AI model's decision to label it as a cat.

Common follow-ups: What is Explainable AI (XAI), How is Visualizing Model Decisions evaluated in practice, What tools are commonly used for Visualizing Model Decisions