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In summary, these procedures outperform the simpler alternatives and yield optimal results for both on-site and cross-city prediction when fitted with regularization and using Eq. 3a. Figure 3 shows how the gains in cross-city prediction are distributed over time.
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This newly developed coating procedure outperformed the previously reported silanisation procedure for immobilising gelatin.
Extensive computational experiments with medium and large instances show that the proposed procedure outperforms the best heuristics reported in the literature within short computational times.
Our extensive experimentation shows that the proposed procedure outperforms the best-known algorithms in terms of solution quality consuming a reasonable computational effort.
Also, the value of the Signal-to-Noise Ratio (SNR) up to which the IpDTFT-NR procedure outperforms the IpDTFT-IR one is determined as a function of the number of analysed sine-wave cycles.
Also in this measure, the RapidACN procedure outperformed the other methods, while RapiGest, and eFASP performed second and third best, respectively.
Both procedures outperform ASPic-GeneID at all levels in the BTP comparison.
Both parameters for the COX2 dataset present the best improvements, achieving in the external prediction a value greater than 49%% of the total variance, while no other QSAR procedure outperforms this threshold.
For example, all NIMOO procedures outperformed TSNI [ 10] in inferring undirected networks (Table S1 in Additional File 1) and the MOO-Sens and MOO-Tens performed better with both undirected and direct-signed networks (Table S1 in Additional File 1).
Further, the MaxT procedure did not considerably outperform the Holm-Bonferroni procedure in terms of statistical power in some simulation experiments [ 72, 73].
It was shown that the proposed procedure significantly outperforms the standard DCT procedures.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com