Abstract #302011

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JSM 2002 Abstract #302011
Activity Number: 229
Type: Luncheons
Date/Time: Tuesday, August 13, 2002 : 12:30 PM to 1:50 PM
Sponsor: SSC
Abstract - #302011
Title: Statistical Learning and Data Mining
Author(s): Hugh Chipman*+
Affiliation(s): University of Waterloo
Address: 200 University Avenue West, Waterloo, Ontario, N2L 3G1, Canada
Keywords:
Abstract:

Methods from both statistics and computer science for extracting information from high-dimensional, large datasets will be discussed. These could include things such as neural networks, trees, other adaptive regression and classification methods, and techniques for improving models such as boosting and bagging. Another related issue is the role of statistics in this field and how it relates to other disciplines.

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