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Data sets in which there are many more observations in one class than another are problematic for many classification methods.
Figure 5(A) has clearly many more observations as we post-processed GEONET data near the epicenter.
Turek et al. (1995) revisited the Hines et al. (1993) AIDA IDI intercomparisons, included many more observations, and re-analyzed the IDI data using the Saskatoon and Adelaide implementations of the FCA.
It is therefore possible to find subsamples contained in the CSWL and in the population that have a better fit and many more observations than would be provided by a stratified random sample taken from the CSWL.
"This is not high enough confidence to make any claims that I have formally rejected the cosmological constant," he says, noting that many more observations of distant GRBs should help settle the issue.
Although the values for the three ethnic groups were similar, there were many more observations for White subjects and hence the use of these values should provide more robust classification estimates.
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That enabled many more such observations to be made than previously, when such phenomena had been observable only for the few minutes' duration of solar eclipses.
The triangles in Fig. 5 show that many more consistent observations are expected if the data was initially organized consistently, even when the distributions of the most conserved and the less conserved X-X orthologs have such a large overlap.
As expected, the imputation error increases on average as we increase the proportion of missing values in the test data, but the variation tends to reduce slightly, which is due to averaging over many more missing observations.
To explore this subject more thoroughly, many more in situ observations underneath typhoons, with different pre-existing oceanic conditions, will be required.
Genotype data are high-dimensional, and usually consist of many more predictors than observations.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com