Iterative Training

Definition(s)

The process of repeatedly augmenting the Training Set with additional examples of Coded Documents until the effectiveness of the Machine Learning Algorithm reaches an acceptable level. The additional examples may be identified through Judgmental Sampling, Random Sampling, or by the Machine Learning Algorithm, as in Active Learning. 1

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).