Model Evaluation
Mean Absolute Error
The average absolute difference between predictions and actual values, a regression metric less sensitive to outliers than MSE.
Related Concepts
- MSE: Explore how MSE relates to Mean Absolute Error
- RMSE: Explore how RMSE relates to Mean Absolute Error
- Regression: Explore how Regression relates to Mean Absolute Error
- Loss Function: Explore how Loss Function relates to Mean Absolute Error
Why It Matters
Understanding Mean Absolute Error is crucial for anyone working with model evaluation. This concept helps build a foundation for more advanced topics in AI and machine learning.
Learn More
This term is part of the comprehensive AI/ML glossary. Explore related terms to deepen your understanding of this interconnected field.
Tags
model-evaluation mse rmse regression