How to Explain the Prediction of a Machine Learning Model?
Published:Aug 1, 2017 00:00
•1 min read
•Lil'Log
Analysis
The article highlights the growing importance of understanding the decision-making processes of machine learning models, especially in sensitive fields. It emphasizes the need for transparency and alignment with ethical and legal standards as these models become more prevalent.
Key Takeaways
- •Machine learning models are being used in critical areas.
- •Understanding how these models make decisions is crucial.
- •Transparency and ethical/legal alignment are essential.
Reference
“The machine learning models have started penetrating into critical areas like health care, justice systems, and financial industry. Thus to figure out how the models make the decisions and make sure the decisioning process is aligned with the ethnic requirements or legal regulations becomes a necessity.”