About this document
Challenges Beyond Test Set Accuracy by a334vchhkn is a document available to read on EtoBox.
The document discusses the complexities faced by machine learning engineers beyond achieving high accuracy on holdout test sets, emphasizing the importance of addressing issues like performance on critical examples, fairness, and handling skewed data distributions. It highlights that certain queries or data slices may be disproportionately important, and failing to address these can lead to unacceptable outcomes in production. The author advocates for a holistic approach to machine learning that meets actua
- Author
- a334vchhkn
- Language
- EN