Active Learning overview: Strategies and Uncertainty Measures.

Web: https://towardsdatascience.com/active-learning-overview-strategies-and-uncertainty-measures-521565e0b0b?source=rss----7f60cf5620c9---4

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 …

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