Sentence examples for depending on the arbitrary from inspiring English sources

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An optimization routine may find a local minimum rather than the global minimum first depending on the arbitrary choice of starting values for the optimization and thus fail to report the true optimal parameter values.

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Note that this table does not include the main effect of the unemployment rate since this would depend on the arbitrary choice of what (interaction between the unemployment rate and) occupational category is excluded.

By contrast, a philosophy founded on a voluntaristic conception of the deity would have no ground of certainty or of morality because it would depend on the arbitrary will of God who could, by arbitrary fiat, decree non-sense to be true and wrong to be right.

In this case, the average aROC depends on the arbitrary assignment of the sequences into the n folds.

In other words, it would be nice if the approach did not depend on the arbitrary decisions of uncoordinated experts.

However, the performance of a given program will depend on the arbitrary threshold chosen for accepting a prediction.

Furthermore, since the value of χ and its ability to exclude buried atoms depends on the arbitrary cutoff used, we checked the change in SASA upon the association of two subunits.

Whether values above or below 0.5 are obtained depends on the arbitrary mapping of LFP amplitudes onto the two response classes (i.e., whether higher F0 values are associated with larger or smaller LFP amplitudes).

Furthermore, models that are not linear in the low-dose region (which is approximately 0 1,000 ppm in our data) will lead to very different estimates of permissible exposure levels, depending on the somewhat arbitrary choice of EC01 or EC05 or EC001, for example, as the point of departure for low-dose extrapolation.

If each node in a social network can be matched with only one another node at a time, then it is imperative to match the nodes that are either dissimilar to each other or similar to each other (depending on the application of interest); an arbitrary matching of the vertices in a social network may not be of any practical benefit.

The boundaries of what could be called an ecosystem are somewhat arbitrary, depending on the focus of interest or study.

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