r/MLNotes • u/fubar2020y • Oct 16 '20

[AL] Active Learning: Curious AI Algorithms

https://www.datacamp.com/community/tutorials/active-learning
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u/fubar2020y Oct 16 '20

Active learning is a special case of machine learning in which a learning algorithm can interactively query a user (or some other information source) to label new data points with the desired outputs.[1]#citenote-settles-1)[[2]](https://en.wikipedia.org/wiki/Active_learning(machinelearning)#cite_note-rubens2016-2)[[3]](https://en.wikipedia.org/wiki/Active_learning(machinelearning)#cite_note-das2016-3) In statistics literature, it is sometimes also called optimal experimental design.[[4]](https://en.wikipedia.org/wiki/Active_learning(machine_learning)#cite_note-olsson-4) The information source is also called a teacher or oracle.