Snorkel: Rapid Training Data Creation with Weak Supervision

2 code implementations • 28 Nov 2017 • Alexander Ratner, Stephen H. Bach, Henry Ehrenberg, Jason Fries, Sen Wu, Christopher Ré

In a user study, subject matter experts build models 2. 8x faster and increase predictive performance an average 45. 5% versus seven hours of hand labeling.

BIG-bench Machine Learning