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The mean eigenvalues of the factors extracted from the random parallel datasets are compared to the samples' eigenvalues.
The factors are extracted from the random As positions, based on a simple one-dimensional model as schematically shown in Figure 7, where blue dots represent active As atoms.
Factors are retained as long as the ith eigenvalue extracted from the actual data is greater than the ith eigenvalue extracted from the random data.
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We could infer that the significantly correlated motifs were not extracted from these random datasets.
Table 3 Distribution of pensions at 31/12/2010 in a hypothetical sample extracted from the population using stratified random sampling.
Here, all the POG and POGR scores in Table 1 are significantly higher than the average POG and POGR scores of the random list pairs extracted from the corresponding original datasets (P < 1 × 10−4).
Given that we do not have the entire population, we obtain the distribution of pensions of a hypothetical stratified random sample extracted from the population and estimate the total annual pension expenditure by cohort at (31{mathrm{st}}) December 2010.
An agent is generated from the high-dimensional joint probability distribution extracted from the answer sheets by Monte-Carlo random sampling so that the colony of multi-agents has the same output distribution as the respondents' colony.
To do that, for each AE instance, a segment with the same length was extracted from the speech signal starting from a random position and added to the AE signal.
We trained Sma3s using random datasets extracted from the four Swiss-Prot taxonomic divisions.
However, as a supervised approach, accurate classification requires the availability of reliable annotated training data for the gene of interest, and cannot be applied for annotating any random sequence extracted from the environment.
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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