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To address the risk of selection bias, we implemented here a two-level evaluation technique, so-called nested CV (Supplementary Figure S8), in which the outer CV is used for performance estimation only, whereas the inner CV is separately performed during each round of the outer CV for the model hyper-parameter or feature selection [ 21, 23] (see Supplementary Methods for details).
According to previous researchers, thermodynamic properties calculated with this approach depending on the equilibrium composition are precise and can directly be used for performance estimation of combustion engines.
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The experimental parameters, as well as parameters of two advanced TEGs taken from the literature, were used for estimation of performance of the hybrid systems.
Building performance simulations have been widely used for the estimation and optimization of building performance, providing reference values for the assessment of building energy consumption and the effects of energy-saving technologies.
Signal strength control was used for improving performance of position estimation.
A VLSI circuit-based decoder for a rate-0.96 (65536, 65536) LDPC code is used for error performance and energy estimation.
In a first phase, preliminary experimental tests on aluminum metal foam samples were used for an estimation of the overall cooling performance.
Literature survey reveals that only high performance liquid chromatography was used for the estimation of ebastine in presence of its metabolites [2, 3]. Figure 1 Structural formula of ebastine.
We also discuss the performance of the mapping functions used for the estimation of the zenith delay terms.
The results summarized in Table 4 depict performance evaluation with variable number of sites used for model estimation.
Since the selected OFDM symbol (candidate) has an amplitude PDF which is function of the number of candidates, the derived is also the function of, and it can be used for estimation of theoretical error performance and statistical channel capacity.
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CEO of Professional Science Editing for Scientists @ prosciediting.com