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My vote goes for transparency in campaign finance, not least because of the many ways money might influence the behaviour of candidates once they have been elected.
They introduced the fuzzy clustering analysis, which provides a graphical representation of political parties distributed in clusters, so as to give the opportunity to citizens to examine the behaviour of candidates and find similarities among them.
Two different extremes were assumed regarding the hypothetical behaviour of candidates who chose NF-Ds: In case these NF-Ds were eliminated, they could randomly choose another option - or purposively choose the correct answer, from which they had originally been distracted.
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If a set of candidate genes G is given, through the evaluation of genes one by one, conducted by a non-parametric classification model kNN, the behaviour of candidate genes can be evaluated by dual performance measures and based upon a sequential forward strategy.
To simulate centre effects, we employed the relationship between ICC and σ b 2 : ICC = σ b 2 σ e 2 + σ b 2 : To fully study the behaviour of candidate models at various ICC levels, we considered the following values of ICC for completeness: 0.00, 0.01, 0.05, 0.10, 0.15, 0.20, 0.25, 0.30, 0.35, 0.40, 0.45, 0.50 and 0.75.
We are also aware that although we have looked at predictive validity in terms of earlier assessments predicting outcomes of later ones, we have not studied the subsequent clinical and professional behaviour of the candidates who pass the exams.
At this stage, a full understanding of the behaviour of the candidate biomarker under a wide range of circumstances should be reached.
Subsequently, it is necessary to test the behaviour of the candidate biomarker extensively in healthy individuals, which will show the likelihood of false positives.
Indeed, it is not uncommon that the in vivo behaviour of a candidate implant material is different from the in vitro response [ 18].
Using a much larger sample set in combination with a validated measurement will reveal the detailed behaviour of the candidate biomarker with respect to viability in a clinical application.
Strengthening board recruitment is also being proposed with an explicit focus on values, attitudes and behaviours of potential candidates in relation to care, compassion and respect [ 26].
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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