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Science Keywords > EARTH SCIENCE SERVICES > MODELS > MACHINE LEARNING MODELS > SEMI-SUPERVISED

Preferred term

SEMI-SUPERVISED  

Definition

  • A machine learning model type that uses both supervised and unsupervised learning in its approach. Semi-supervised techniques take advantage of both labelled and unlabeled data. (en)

Broader concept

Change note

  • 2022-07-25 15:43:07.0 [tstevens] Insert Concept add broader relation (SEMI-SUPERVISED [8b8fd0d4-f70d-4d5a-b4fa-c43bc42ccfe8,996684] - MACHINE LEARNING MODELS [fe4392b0-13a9-43ff-bacc-f44a65aed4fa,996680]);
  • 2022-07-26 07:58:11.0 [tstevens] insert Definition (id: null text: A machine learning model type that uses both supervised and unsupervised learning in its approach. Semi-supervised techniques take advantage of both labelled and unlabeled data. language code: en);
  • 2022-07-27 15:37:05.0 [tstevens] update Definition (Encyclopedia of Machine Learning and Data Science: https://doi.org/10.1007/978-1-4899-7502-7);

URI

https://gcmd.earthdata.nasa.gov/kms/concept/8b8fd0d4-f70d-4d5a-b4fa-c43bc42ccfe8

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