Whats your ML Test Score? A rubric for ML production systems
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
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
The ML Test Score: A Rubric for ML Production Readiness and Technical Debt Reduction. Eric Breck Shanqing Cai
Simone Merello - Head of Deep AI Perceptolab
"Hidden technical debt in machine learning systems” .2015 "The ml test score: A rubric for ml production readiness and technical debt reduction." 2017.
Towards Observability for Machine Learning Pipelines
[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
A Data-Centric Behavioral Machine Learning Platform to Reduce
The ML test score: A rubric for ML production readiness and technical debt reduction. In 2017 IEEE International. Conference on Big Data (Big Data)
Characterizing Technical Debt and Antipatterns in AI-Based
17 mars 2021 Sculley “The ML Test Score: A Rubric for ML Production Readiness and Technical Debt Reduction
Towards Observability for Machine Learning Pipelines
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.
Technology Readiness Levels for Machine Learning Systems
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 ...
