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Concerning the opportunity to scale the data, experimental results demonstrated that non-scaled data led to a better average regression accuracy (RMSE=8.7 years) with respect to the case in which data fed into SVR were scaled in the range [0,1] (RMSE=10.9 years).
On a global scale, the data shows that hot waves have occured much more than colder episodes over the last centur; so global warming really is evident.
"In computing at this scale, the data center is a factory floor," says Frank Frankovsky, vice president of hardware design and supply chain at Facebook.
In variable returns to scale, the data are enveloped more closely than the CRS model.
To appropriately scale the data for larger pipes, Froude number scaling is used.
SVMs are not scale invariant, so it is highly recommended to scale the data for efficient system performance.
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Scaling the data mountain is Britt Piehler's job.
In different time scales, the data follows different Poisson distribution.
For the preparation of the data, the toolbox range scales the data and offers some additional options for data scaling.
In this context, it is worth experimenting to avoid scaling the data.
At all spatial scales the data are processed in a common Structure-from-Motion environment.
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