Supervised Learning

Definition(s)

  • A Machine Learning method in which the learning Algorithm infers how to distinguish between Relevant and Non-Relevant Documents using a Training Set. Supervised Learning can be a stand-alone process, or used repeatedly in an Active Learning process. 1
  • A kind of machine learning where the objects are labeled by an exterior source, typically, a subject matter expert. The goal of supervised learning is typically to replicate the decision pattern of the outside expert and apply the same patterns to previously unseen objects. 2

Notes

  1. Maura R. Grossman and Gordon V. Cormack, EDRM page & The Grossman-Cormack Glossary of Technology-Assisted Review, with Foreword by John M. Facciola, U.S. Magistrate Judge2013 Fed. Cts. L. Rev. 7 (January 2013).
  2. Herb Roitblat, Search 2020: The Glossary.
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