Debugging data to build better and more fair ML applications
Snorkel AI
APRIL 28, 2023
You can approximate your machine learning training components into some simpler classifiers—for example, a k-nearest neighbors classifier. Here’s one application where you have a 100% clean data set that also has some fairness issues, meaning that if you clean up the whole dataset, the model could be unfair.
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