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Our experiments suggest that data characteristics considerably impact the classification performance of the methods.
The report goes on to suggest that data about emerging trends in consumer behaviour should be better shared around the organisation.
Interesting, though, that you suggest that data preparation is less important in the age of big data… if anything I would expect quite the opposite.
Because both arguments suggest that data is not likely to be ideal, we suggest that problems of the theory be separated from problems of the data.
The results suggest that data features are important for choosing the appropriate procedure and, thus, inspecting the graphed data visually is a necessary initial stage.
I would like to suggest that data visualization tools such as Tableau and Spotfire, to name just a couple, offer two great value propositions — which are often intertwined into a single value proposition.
The experimental results did take into account the effect of solution ionic strength, however, they suggest that data for pure salt precipitation seem not to be extendable to co-precipitation.
We suggest ways to run future training studies so that clear evidence can be collected and also suggest that data should be discussed considering both supporting and contrary evidence and arguments.
While appreciating the new contribution of the paper, we highlight an important difficulty with their method and suggest that data envelopment analysis (DEA) could be advantageously used to improve the multi-criterion evaluation.
The strong linear relationships between structural complexity and the dimension of individual colonies of massive Porites, P. cylindrica, and P. damicornis suggest that data on the composition of habitat-building species may prove to be a useful proxy for cross-scale habitat structural complexity.
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We suggest that data-driven indicators of relational capital may be used for network orchestration, evidence-based policy, and the development of shared vision in spatially defined business ecosystems.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com