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The novel classification system was trained to detect differences between the projection of principal components derived from the features of coughs from male and female test subjects with normal and abnormal lung function.
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The difference between the two model projections of annual mortality in Cluster 1, which includes southern New England and the northern mid-Atlantic, is a result of the differences between the projections of temperature; MIROC5 projects lower increases in temperatures in this region, particularly in the hotter months, and therefore fewer heat-related mortalities.
Importantly, the confidence intervals are much smaller than the range of strengths across pathways, thus establishing significant differences between the projections onto a given target area.
We find that there are characteristic differences between the projections for the one-population and two-population models, which indicate that the projection can be used to determine whether a test genome is directly ancestral to a present-day population or not.
The differences between the projections of mortality and those of incidence (other than the somewhat different populations studied – the United Kingdom and England, respectively) are in part explained by the improvement in prognosis for some cancers in recent years, partly as a result of screening and partly because of better treatment.
The first term in formula (11) represents the difference between the projection of the reconstructed projection and the measured projection, that is, the data fidelity item; the second term is the wavelet sparse transformation constraint term; the third term is the total variation difference constraint term.
The rankings were based on a complex formula that took into account demographics and past test results to predict student performance, then credited or blamed teachers for the difference between the projections and the actual performance.
A residual circumcision is defined in the scenarios as the difference between the projections for the target population and the number of circumcisions, as defined by the scale-up rate, performed on that group per year.
Perhaps the most notable exception was for female colorectal cancer for which there was little difference between the projections made under scenarios 2 and 3, and similarly between those made under scenarios 1 and 4.
In contrast, differences between the current projection and benchmark scenario are substantially smaller in the South and East African countries (n=19), where the average annual change required to meet the benchmark scenario is 1.7 times higher than current projections.
Differences between the current projection and benchmark scenario paths are largest in the Central and West African countries (n=22), where annual changes in the benchmark scenario were on average 3.2 times higher than those changes according to current projections (Table 2).
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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