Machine Learning

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Current Quarter  Winter, 2012  (Zettlemoyer) Previous Quarters  Winter, 2010  (Domingos)  Spring, 2008  (Domingos)  Spring, 2005  (Etzioni)  Autumn, 2003  (Domingos)  Autumn, 2001  (Domingos)

Catalog Description: Methods for identifying valid, novel, useful, and understandable patterns in data. Induction of predictive models from data: classification, regression, and probability estimation. Discovery of clusters and association rules. Prerequisites: either STAT 341, STAT 391, or equivalent, or permission of instructor. Credits: 4 Portions of the CSE 546 Web may be reprinted or adapted for academic nonprofit purposes, providing the source is accurately quoted and duly credited. The CSE 546 Web: © 1993-2012, Department of Computer Science and Engineering, University of Washington. Administrative information on CSE546 (authentication required).

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