Model validation best practices
This document reviews best practices and recommendations for validating your existing Snorkel Flow model. The goal of this document is to review key considerati...
Cold start scenarios
Starting a Snorkel Flow application with no ground truth available can feel like a daunting task. This "cold start" challenge can serve as a blocker for users r...
Creating good labeling functions
Developing labeling functions that balance precision vs coverage is task dependent and not always clear. First and foremost, it is critical to leverage the iter...
Analysis: Rinse and repeat
For a selected model in the Train pane, click Analysis to open the Analysis pane, where you can find analysis that helps you understand the performance of both ...
Guideline goal
Annotation guidelines allow users to describe a phenomenon or concept as generally and precisely as possible. Good annotation guidelines are helpful for subject...