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Filtering by: Creator Voit, Irene Elaine Committee Member Smith, Gerald Decade 1990-1999

Active learning with committees : an approach to efficient learning in text categorization using linear threshold algorithms

Creator:

Liere, Ray

Abstract:

We developed and investigated machine learning methods that require minimal preprocessing of the input data, use few training examples, run fast, and still obtain high levels of accuracy. Most approaches to designing machine learning programs are based on the supervised learning paradigm – training examples are chosen randomly and given...

Resource Type:

Dissertation