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However, a number of caveats have to be discussed in interpreting these patterns (e.g., the NE LMD includes the well-studied Great Barrier Reef; certain taxonomists have concentrated on particular regions; and the datasets reflect the locations of recent surveys).
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The dataset reflects pediatric cases, so we cannot be certain that the results would be the same in other datasets, populations, or institutions.
Algorithms are only as good as their benchmark datasets, and those datasets reflect their creators' biases (conscious or not).
Reported below are summary characteristics computed across these 100 datasets that reflect the hypothetical results that would be expected had no dropouts occurred; the difference between maximum and minimum values for the completed datasets reflect uncertainty associated with missing data.
The two datasets reflect data on 125 C3 and 5 C4 species/cultivars.
None of the best DI values from the SVR models with the linear kernel among three datasets reflect the non-linear correlation of the Gabor energy and phase features.
We also recommend that the characteristics of training datasets reflect the planned study population as closely as possible (e.g., age, geographic distribution, and measurement frequency).
However, it was noted that the fitting algorithm often began to fail to find MLEs at it approached what appeared to be the maximum of the profile likelihood, and the spline results for a number of datasets reflect the greatest likelihood among the knots for which MLEs were found, rather than a global maximum.
Thus, any apparent rate variation in these datasets reflects error in rate estimation rather than true differences in the underlying substitution process.
Standard errors will be calculated using Rubin's rules [ 82] which take account of the variability in results between the imputed datasets, reflecting the uncertainty associated with the missing values.
Standard errors are calculated using Rubin's rules, 16 which take account of the variability in results between the imputed datasets, reflecting the uncertainty associated with the missing values.
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CEO of Professional Science Editing for Scientists @ prosciediting.com