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What is human-in-the-loop machine learning? Better data, better models
Feb. 4, 2022, 11 a.m. | Martin Heller
InfoWorld Machine Learning www.infoworld.com
Machine learning models are often far from perfect. When using model predictions for purposes that affect people’s lives, such as loan approval classification, it’s advisable for a human to review at least some of the predictions: those that have low confidence, those that are out of range, and a random sample for quality control.
In addition, the lack of good tagged (annotated) data often makes supervised learning hard to bootstrap (unless you’re a professor with idle grad students, as the …
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