Machine Learning
Active Learning
Machine Learning· Advanced
Definition
A machine learning paradigm where the model actively selects which data points to label — querying a human annotator for the most informative examples. Active learning maximizes model improvement per labeling effort, dramatically reducing the cost of creating high-quality labeled datasets.
Tags
#annotation#labeling#data-efficiency#human-in-the-loop
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