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Neither of these calculations yielded a higher performance than the maximum for L = 30, so the respective parameter values were employed by the final model, which was obtained by 100 training runs with randomly shuffled training data and early stop validation but no cross-validation.
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Furthermore, it can be observed that using (the frequency-dependent) γ (IBDM and SBB) yields a higher performance than using the (frequency-independent) γ c (IBDM-CM and SBB-CM).
However, none of these indices could yield a higher performance than our method.
All three sets yield a high performance above 97 % in a matched training-testing.
While at younger ages the outcomes of the self-rating and performance measures yielded a high coherence, the lack of awareness of their own performance level imposes severe restrictions on the use of questionnaires for handedness assessments in advanced age groups.
This study found that the current metallic patterns in the fiber sensor can trigger the LSPR by the electric field Er of the core mode HE11, which is the main reason the novel fiber sensor yields a high performance.
In summary, the presented results show that the automatic non-intrusively determined reshaping filter length in PMINT yields a high performance in the presence of RIR perturbations, making PMINT when using this shorter reshaping filter length a robust and perceptually advantageous acoustic multi-channel equalization technique.
To yield a high classification performance of the proposed TRS-based classifier, a genetic-algorithm-based learning algorithm was designed to determine parameter specifications of the proposed classifier.
Direct comparison of then- and posttest ratings also yielded slightly higher performance gain than sequential ratings, but this effect was negligibly small.
In the alkaline media, the fuel cell yields a much higher performance than the acidic case, and fuel transfer limitation and cathode potential reversal occur at combined low flow rate and high current density.
Moreover, multiple linear regression was applied for estimating AHC based on different inputs, and the resulting equations yielded higher performance accuracy than the non-calibrated HG estimates.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com