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Regarding computational cost and linkability, the exact performance of these privacy models depends on the approach used to generate the anonymized data, but there are options to deal with them.
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The exact performance of the physical format of IA message needs to be assessed in link-level simulations.
Most of the prior works related to linear and decision feedback equalizers discuss the diversity order of the equalizers and do not quantify the exact performance of the equalizer.
A limitation of our study is the lack of histology; the medical ethics committee did not allow to take cervical biopsies in women with normal triage cytology and normal follow-up cytology after 6 months, which may lead to an under- or overestimation of the exact performance of DNA methylation in the triage of these screening results.
Numerical experiments are carried out using a parametric Zipf model, where we compute the exact performance of resubstitution and leave-one-out CoD estimators using the previously derived equations, for varying actual CoD, sample size, and bin size.
Section 4 introduces performance metrics (i.e., bias, deviation variance, RMS) of a CoD estimator, and Section 5 presents an analytical formulation of exact performance metrics of the resubstitution and leave-one-out CoD estimators.
The possibility of real-time implementation is discussed in terms of a more convenient and exact performance evaluation of feedback cancellation techniques.
These results, which are validated by simulation and substantiated by theoretical results, clearly show the problems that prevent such an exact performance evaluation of the system.
The first approach is based on the exact performance analysis of PPCQ and on distortion optimization with respect to the key design parameters.
Using a parametric Zipf model, we have compared the exact performance metrics of resubstitution and leave-one-out between each other and against approximate performance metrics of cross-validation and bootstrap CoD estimators.
Numerical experiments are carried out using aparametric Zipf model, where we compute exact performance metrics of resubstitution and leave-one-out CoD estimators using the previously derived equations, for varying actual CoD, sample size, and bin size.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com