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About Weak Supervised Learning
Weakly supervised learning uses new generated data that is incomplete, inexact, or inaccurate. Snorkel is a system that uses weak supervision sources like heuristics and classifiers to label data and train models. As a demonstration, unlabeled Brexit tweets were weakly labeled and used to build a classifier that achieved 78% accuracy, higher than one trained on a smaller set of manually labeled tweets.
Detailed Information
Author: | ['Pradeepthi Gajula'] |
---|---|
Publication Year: | 2019 |
Pages: | 21 |
Language: | English |
Format: | |
Price: | FREE |
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