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Active Learning overview: Strategies and Uncertainty Measures.
Active Learning Overview: Strategies and Uncertainty Measures
Intuition and overview of Active Learning terminology and hands on Uncertainty Sampling calculation.
1. Active Learning
· Active learning is the name used for the process of prioritizing the data which needs to be labelled in order to have the highest impact to training a supervised model.
· Active learning is a strategy in which the learning algorithm can interactively query a user (teacher or oracle) to label new data …