BriefGPT.xyz
Feb, 2019
ML Health: 为生产模型提供的健身追踪
ML Health: Fitness Tracking for Production Models
HTML
PDF
Sindhu Ghanta, Sriram Subramanian, Lior Khermosh, Swaminathan Sundararaman, Harshil Shah...
TL;DR
ML Health为监测机器学习模型预测性能潜在下降提出了一种诊断方法,并将该方法应用于一种实现了全生产生命周期的系统中,来自动化追踪并生成进一步调查的警报。
Abstract
Deployment of
machine learning
(ML) algorithms in production for extended periods of time has uncovered new challenges such as monitoring and management of
real-time prediction quality
of a model in the absence o
→