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July 2020
Active Learning Query Strategies for Classification, Regression, and Clustering: A Survey
- Punit Kumar,
- Atul Gupta
Journal of Computer Science and Technology (JCST), Volume 35, Issue 4Pages 913–945https://doi.org/10.1007/s11390-020-9487-4
Abstract
Generally, data is available abundantly in unlabeled form, and its annotation requires some cost. The labeling, as well as learning cost, can be minimized by learning with the minimum labeled data instances. Active learning (AL), learns from a few ...
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