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Estimation of error rates using smoothed estimators
Pawlak, M.; Liao, X.;
Pattern Recognition, 1988., 9th International Conference on
14-17 Nov. 1988
Page(s):954
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956 vol.2
Abstract:
A continuity-corrected version of the commonly used counting estimates is examined. The estimate to be studied has a reduced bias as well as variance. Moreover, it does not require intensive resampling techniques (as in the case of bootstrapping) and is therefore simple to compute. Monte Carlo simulations were performed to get insight into the problem of choosing of a smoothing level as well as the selection of a smoothing function
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