The choice of representation can be a difficult one, and yet before the rule change, amateurs often made rash decisions.
However, the bonus of STV is that it would give voters greater choice of representation between elections, since it provides multimember constituencies.
In absence of such data, we believe that the permutation tests described here is an appropriate test of the choice of representation employed in landscape activity analyses.
Note that with finite sample analysis, which will be discussed in the next section, this choice of representation is not that arbitrary and depends on whether n > p.
But this choice of representation has its costs: the mode of representation which is at the core of GIS makes it "natural" to represent systems in such a way that certain types of relationships tend to get lost, or at least relegated to the background, while others receive emphasis.
Manevitz and Yousef [21] proposed another version of one-class SVM based on identifying outlier data as representative of the second class, and they applied their method to the standard Reuters[22] dataset and noted that their SVM methods was quite sensitive to the choice of representation and kernel.
In some cases, the choice of representation may be obvious, such as length which has a natural scientific representation in SI units.
Thus, although BioDeducta's ability to replace variables seems to be narrower than HyBrow's neighboring hypothesis concept, this is illusory because of the choice of representation in the present examples.
The choice of representation is dependent on the modelling paradigm of the approach.
The similarity metrics must be chosen according to the choice of representation (Manning et al., 2008).
