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A comparison of the proposed watermarking method to the existing similar watermarking methods demonstrated that the proposed method generally outperforms completing methods in terms of imperceptibility and robustness.
The results of the empirical investigation, conducted with eight real-world datasets on the UCI Machine Learning Repository, demonstrate that our method generally outperforms the previous studies not only in accuracy but also in efficiency.
The consensus method generally outperforms single models since it can preferably select the top-performing methods from benchmark tests.
Benchmarking of the hierarchical method on in silico datasets demonstrates that the method generally outperforms the standard CSI algorithm, by allowing propagation of information via the hypernetwork.
If Organ et al.'s [ 55] method generally outperforms ML and parsimony methods, this may have important implications for future studies which attempt to estimate ancestral states in groups where little fossil information is available, or where evolutionary trends are suspected, especially when the reconstruction is performed on deep nodes within phylogenies which cover large time periods.
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They concluded that kriging with external drift interpolation method generally outperformed the other interpolation methods in their case study.
In models including the individual diagnosis indicators of each risk adjustment method, the Elixhauser method generally outperformed the Charlson method in both in-patient mortality and six-month mortality models with higher c-statistic values.
The one-sample LD method generally outperformed the two-sample temporal method by allowing earlier detection of less severe population declines (N2 > 100) when using sample sizes of loci and individuals typical of studies today.
Different studies found that 2D methods generally outperform 3D methods [13, 20, 31 33].
As a result of this work, it was revealed that surface hardening methods generally outperformed the bulk hardening process.
In conclusion, here it was shown that DNN methods generally outperform other algorithms and that this is a statistically significant result.
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