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It needs more "flexibility", it says, to cope with a growing workload.
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Rural areas suffered most, with applicants put off by stress, leading to a growing workload.
Even without the threat of terrorism, Chemtrec has a growing workload.
To predict the future workload in an environment with the growing workload pattern it is better to use SVM algorithm with a small sliding window size.
Over the last two years, the Immigration and Naturalization Service has become increasingly unable to cope with its growing workload, and the wait for a green card has stretched to several years.
Similar to the results of the periodic pattern, in the environments with the growing workload pattern, the MLP prediction accuracy has a decreasing trend but does not change too much by increasing the window size.
And they have hugely increased their own numbers, to cope with the growing workload: the staff of the office that supports the board has grown from 12 in 2005 to 82 today.But bankers and brokers doubt that these measures will suffice.
The results show the SVM algorithm has better accuracy compared with MLPWD and MLP in the environments with the growing workload pattern.
Our experimental results in [2] showed that in the environments with the periodic and the growing workload patterns the SVM algorithm outperforms the ANN algorithm, but ANN has a better accuracy in forecasting the unpredictable workloads.
Therefore, in the environments with the periodic and the growing workload patterns the SRM approach is expected to outperform the ERM approach (hypothesis 1a).
Growing workload represents a load that rapidly increases (Fig. 2).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com