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» A General Class of Models of

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ML
2002
ACM

133views Machine Learning» more ML 2002»

Estimating Generalization Error on Two-Class Datasets Using Out-of-Bag Estimates

13 years 7 months ago

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For two-class datasets, we provide a method for estimating the generalization error of a bag using out-of-bag estimates. In bagging, each predictor (single hypothesis) is learned ...

Tom Bylander

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EOR
2006

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Exact solutions to a class of stochastic generalized assignment problems

13 years 7 months ago

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This paper deals with a stochastic Generalized Assignment Problem with recourse. Only a random subset of the given set of jobs will require to be actually processed. An assignment...

Maria Albareda-Sambola, Maarten H. van der Vlerk, ...

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GECCO
2000
Springer

101views Optimization» more GECCO 2000»

Polynomial Time Summary Statistics for Two general Classes of Functions

13 years 11 months ago

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In previous work we showed, by Walsh analysis, that summary statistics such as mean, variance, skew, and higher order statistics can be computed in polynomial time for embedded la...

Robert B. Heckendorn

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KDD
2000
ACM

131views Data Mining» more KDD 2000»

A sequential sampling algorithm for a general class of utility criteria

13 years 11 months ago

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Tobias Scheffer, Stefan Wrobel

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