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This procedure enables the unbiased estimation of the performance of a classifier since the evaluation is performed on an independent data set [ 18].
Validation consists of performing an a posteriori (post-design) estimation of the performance level of the safety function.
Therefore, the analytical results provide a good estimation of the performance when the system parameters have been selected.
For the accurate estimation of the performance degradation caused by interfering signals, their statistical and modulation characteristics have to be taken into account in the analysis.
The results of our detailed timing analysis confirm the fact that the number of rounds is not necessarily a good estimation of the performance of a consensus algorithm.
Knowing the appropriate bond-slip model to use on the estimation of the performance of FRP-to-timber interfaces is greatly relevant.
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It is important to give a quick estimation of the performances of asynchronous pipelines during the design process.
Homogeneity of the initial data set will influence estimations of the performance of the analyses.
The estimation of the true performance of the modules by accommodation of variations in testing conditions is performed.
Performance evaluation was carried out with the leave-one-out cross-validation (LOOCV) strategy to get unbiased estimation of the model performance.
Fair estimation of the generalization performance.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com