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The impact of present imbalances is also seen in the premature death of many of the poor, in conflicts sparked by the shortage of resources, and in any number of other problems which are insufficiently represented on global agendas.
Others are certain we have several years -- or more -- before past and present imbalances wreak havoc.
Therefore, such countries may start by using simple techniques such as the worker-to-population ratio or service-based benchmarks to tackle their present imbalances.
One of the main problems the Spanish government faced in dealing with the present imbalances in the medical labour market is the absence of a register of medical professionals and their characteristics: specialty, age, gender, etc.
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The effects of the present imbalance can only be reduced by our decisive action, here and now.
As Joseph S. Nye Jr. demonstrates in "The Paradox of American Power," there is an almost ludicrous competition for jargon to describe the world's present imbalance of power ("unipolar," "unimultipolar," "hybrid unimultipolar") and for words that might encapsulate a wise foreign policy.
An urban bias in the choice of practice place ultimately results in an inequitable distribution of human resources for health (given that we know that the present imbalance favours urban areas and that there is a high unmet demand for health workers in rural areas).
Since the classification process assumes that the data is drawn from the same distribution as the training data, presenting imbalanced data to the classifier will produce undesirable results.
Presenting imbalanced data to a classifier will produce undesirable results such as a much lower performance on the testing that on the training data.
However, there are at present significant imbalances in engineering development.
The 2-year MFI was 100% for patients with a tumour presenting no imbalances of chromosomes 3 or 8, about 82.1 85.0% for tumours presenting an imbalance of one of these two chromosomes (either one of the two classes of imbalances) and 37.1% for tumours with monosomy 3 and any type of gain of chromosome 8.
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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