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Searching for "Stacked Regressions." – sorted by Relevance.

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34 documents found, showing 1 through 10. Next 10 →

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Dynamic Integration of Regression Models
by Niall Rooney, David Patterson, Sarab Anand, Alexey Tsymbal — 2004 — In Proceedings of the 5 th International Multiple Classifier Systems Workshop. LNCS
… their performance to the base models and to the popular ensemble technique of Stacked Regression. We show…
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Combining Grammars for Improved Learning
by Glenn Carroll Eugene, Glenn Carroll, Eugene Charniak, Eugene Charniak
… for probabilistic context-free grammars (PCFGs). From stacked regression we borrow the basic idea of combining…
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Combining Estimates in Regression and Classification
by Michael LeBlanc, Robert Tibshirani — 1993 — Journal of the American Statistical Association
… and studied it the regression setting, calling it "stacked regression". Here is how stacking works. We let c…
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Stacked Generalization: when does it work?
by Kai Ming Ting, Ian H. Witten — 1997 — in Procs. International Joint Conference on Artificial Intelligence
… of stacked generalization to regression problems. The non-negativecoefficient least-squares algorithm…
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Black-Box Software Sensor Design for Environmental Monitoring
by S. Canu, Y. Grandvalet, M.H. Masson — 1998 — In: ICANN'98, Springer-Verlag
… (jackknife samples) as output targets. Following stacking regression ideas [9], new potentially explicative…
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For The Stock Market
by Jeeman Jung And, Jeeman Jung, Jeeman Jung, Robert J. Shiller, Robert J. Shiller
… dummy for each firm (one stacked regression with 49 (76-K) observations) and (C) for the equally…
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A comparative assessment of classification methods
by Melody Y. Kiang — 2003 — Decision Support Systems
… stacked regressions method. Stacked regression is a method for forming a linear combination of different…
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Weight Averaging for Neural Networks and Local Resampling Schemes
by Joachim Utans — 1996 — Proc. AAAI-96 Workshop on Integrating Multiple Learned Models
…)), Stacked Regression (Breiman, 1992) and Stacked Generalization (Wolpert, 1990). The weighting of estimators…
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Constructive Algorithms for Hierarchical Mixtures of Experts
by S.R. Waterhouse, A.J. Robinson — 1995
… obvious similarities with model merging techniques such as stacked regression (Wolpert 1993) in which…
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Constructive Algorithms for Hierarchical Mixtures of Experts
by Waterhouse Robinson Cambridge — 1995
… obvious similarities with model merging techniques such as stacked regression (Wolpert 1993) in which…
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