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The results of this study showed the superior performance of neural network models in comparison with the prediction models obtained by linear and nonlinear regressions, particularly when testing evaluations were chosen from the boundaries of mixture proportions.
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For the flames investigated, the observed differences in the concentration profiles of some potential precursors of benzene are discussed in comparison with the predictions of flame modeling.
Second, for γ > γc, feedback compensation was reduced up to 21%, in comparison with the predictions of LST.
In Fig. 7, the measured values are shown in comparison with the predictions obtained from CFD simulations.
The supplement gives detailed insight into the compounds we used for testing and the results of the screening, in comparison with the predictions [see Additional file 4].
Four coupling coefficients were obtained from tests and discussed in comparison with the theoretical prediction.
A comprehensive experimental study on the coupling coefficients of unidirectional (UD) and woven fabric glass/epoxy laminates under off-axis tensile loading was conducted in comparison with the theoretical prediction.
In particular in comparison with the primitive prediction method based on GC content, the quality of the approach becomes evident: The median AUC scores are 0.59 for that method and between 0.82 and 0.92 for the more sophisticated feature sets.
We independently evaluated the performance of the QRISK2 risk score, in comparison with the risk prediction approach (NICE Framingham) that was until recently recommended by the National Institute for Health and Clinical Excellence in the United Kingdom, for predicting 10-year cardiovascular disease in an independent UK cohort of patients from general practice.
These results are discussed in comparison with the theoretical predictions.
However, with a further increase in HBr concentration experimental γH+ and γBr− more rapidly increases and decreases, respectively, in comparison with the SiS predictions.
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