Active Learning (en.: active learning)

Lernalgorithmus, der einem Benutzer Daten zur Kennzeichnung (Labeling) interaktiv vorsetzt, sodass der Trainingsprozess mittels der Einschränkung auf ausgewählte Entitäten optimiert werden kann.

ETSI GR ENI 004 learning algorithm that can query a user interactively to label data with the desired outputs

NOTE: The algorithm proactively selects the subset of examples to be labelled next from the pool of unlabelled data. The idea is that an ML algorithm could potentially reach a higher level of accuracy while using a smaller number of training labels if it were allowed to choose the data it wants to learn from.

@misc{aiglossary_ActiveLearning_18gxyhc,
author = {{AI-Glossary.org}},
title = {{Active Learning}},
howpublished = "https://www.ai-glossary.org/index.php?p=18gxyhc\&l=de",
year = "2024",
note = "online, abgerufen: 2024-11-21" }