[Statlist] ETH student wins the WCCI 2006 performace prediction challenge
Christina Kuenzli
kuenzli at stat.math.ethz.ch
Thu Apr 6 16:46:45 CEST 2006
ETH and University of Zurich
Proff.
A.D. Barbour - P. Buehlmann - F. Hampel
H.R. Kuensch - S. van de Geer
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We are pleased to announce the following special talk
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Friday, April 7, 2006, 15.15 LEO C 15
ETH student wins the WCCI 2006 performace prediction challenge
moderated by Isabelle Guyon (Clopinet, Berkeley)
A central problem in predictive modeling is to select the best model for
a given task. Several models have proven to perform well in various
contexts, including kernel methods, neural networks, and decision trees.
Yet, none of them outperforms consistently the others across
applications. Additionally, the selection of hyperparameters also
appears to be critical. To benchmark solutions to those problems a
challenge in "performance prediction" was organized for the WCCI 2006
conference. Of 145 participants, three ETH students of the
Seminar für Statistik ranked 1,4, and 6.
The overall results of the challenge will be presented and the students
will describe their methods.
________________________________________________________
Christina Kuenzli <kuenzli at stat.math.ethz.ch>
Seminar fuer Statistik
Leonhardstr. 27, LEO D11 phone: +41 (0)44 632 3438
ETH-Zentrum, fax : +41 (0)44 632 1228
CH-8092 Zurich, Switzerland http://stat.ethz.ch/~
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