production-readiness of an ML system. But how much testing and monitoring is enough? We present an ML Test Score rubric based on a set of actionable tests
The ML Test Score: A Rubric for ML Production Readiness and Technical Debt Reduction. Eric Breck Shanqing Cai
The ML Test Score: A Rubric for ML Production Readiness and Technical Debt Reduction. Eric Breck Shanqing Cai
"Hidden technical debt in machine learning systems” .2015 "The ml test score: A rubric for ml production readiness and technical debt reduction." 2017.
[3] E. Breck et al. The ml test score: A rubric for ml production readiness and technical debt reduction. In Big Data'17 2017. [4] E. Breck
The ML test score: A rubric for ML production readiness and technical debt reduction. In 2017 IEEE International. Conference on Big Data (Big Data)
17 mars 2021 Sculley “The ML Test Score: A Rubric for ML Production Readiness and Technical Debt Reduction
13 janv. 2022 [3] E. Breck et al. The ml test score: A rubric for ml production readiness and technical debt reduction. In Big Data'17 2017.
29 nov. 2021 The ml test score: A rubric for ml production readiness and technical debt reduction. 2017 IEEE International Conference on Big Data (Big ...