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... > Science Keywords > EARTH SCIENCE SERVICES > MODELS > MACHINE LEARNING MODELS > ENSEMBLE MODELS > BOOSTING

Preferred term

BOOSTING  

Definition

  • An ensemble learning method that combines a set of weak learners into a strong learner to minimize training errors. (en)

Broader concept

Change note

  • 2022-07-25 15:46:22.0 [tstevens] Insert Concept add broader relation (BOOSTING [e3e48b06-0678-4c41-9741-3752c9756bb8,996693] - ENSEMBLE MODELS [35d2677c-619a-4a47-a5a7-3feb9973c5ab,996692]);
  • 2022-07-26 08:07:23.0 [tstevens] insert Definition (id: null text: An ensemble learning method that combines a set of weak learners into a strong learner to minimize training errors. language code: en);
  • 2022-07-27 12:33:47.0 [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/e3e48b06-0678-4c41-9741-3752c9756bb8

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