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- W878795171 abstract "Smoothing parameter or bandwidth plays a key role in nonparametric classification based on kernel density estimation. We consider choosing smoothing parameter in nonparametric classification, which optimize the Bayes risk. Hall and Kang (2005) clarified the theoretical properties of smoothing parameter in terms of minimizing Bayes risk and derived the optimal order of it. Bootstrap method was used in their exploring numerical properties. We compare cross-validation and bootstrap method numerically in terms of optimal order of bandwidth. Effects on misclassification rate are also examined. We confirm that bootstrap method is superior to cross-validation in both cases." @default.
- W878795171 created "2016-06-24" @default.
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- W878795171 date "2008-03-30" @default.
- W878795171 modified "2023-09-25" @default.
- W878795171 title "On Practical Choice of Smoothing Parameter in Nonparametric Classification" @default.
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- W878795171 doi "https://doi.org/10.5351/ckss.2008.15.2.283" @default.
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