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Our choice of Euclidean distance is natural for the problem at hand, as we were interested in the similarity of all variables to each other, not in how they varied with each other.
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A natural model for the problem of interest is the multinomial logit model (e.g., McFadden, 1973).
Speaking at a conference in Cardiff Bay, Sir Emyr said: "Perhaps the priorities in there (the Welsh Government's plans) are not a natural fit for the problems Wales confronts.
The man who led an inquiry into the case for a more powerful Welsh assembly has said Labour's plans for new legislation are "not a natural fit" for the problems facing Wales.
They also considered several natural linear programming relaxations for the problem.
We first give a tight analysis of the performance of a natural greedy algorithm LPT for the problem.
As written in Section 1, this situation is natural for the defect rate evaluation problem in product manufacturing.
The above-mentioned case is natural for the defect rate evaluation problem, and so we can say that our simple active learning method is useful in product manufacturing, that is, valuable from engineering viewpoint.
We also show that this bound is tight for a natural relaxation of the problem.
While for miRNAs and natural miRNA clusters the problem can easily be overcome using the species-specific genomic sequences for engineering purposes, it is not as easily resolved in the design of shRNAs or for construction of artificial clusters consisting of multiple miRNAs that do not naturally occur in a cluster.
It then seems that when an assessment reform is imposed by a powerful body with the wrong assumption of homogenous schools in terms of staff and resources, it is only natural for such problems to arise and for the reform to fail to take root.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com