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The system learns which parameters and classifiers are most appropriate for this task.
From these investigations, we conclude that the performance of the proposed method is appropriate for this task.
The DUD dataset is appropriate for this task since it is developed for virtual screening benchmark and has been used in several previous studies.
Machine learning approaches with which we can determine if some examples are classified in the same way are appropriate for this task.
To select the ANN architecture most appropriate for this task a comparative study involving 65 options is carried out using the k-fold cross-validation technique.
The inference model used in experiments 1 and 2 would not be appropriate for this task.
Another approach which might be appropriate for this task is penalized regression, e.g., LASSO as introduced by Tibshirani (1996).
This makes methods that treat the input data as static, such as support vector machines (SVM) with default kernels, less appropriate for this task.
The aim of this study was to explore RC between specialist physicians, specialist diabetes nurses (DNEs), generalist physicians in primary care (GPs) and generalist nurses (practice nurses (PNs)) and to explore the association between RC and the initiation of insulin in general practice, and the belief that it is appropriate for this task to be carried out in general practice.
The system has a high load capacity, being appropriated for construction tasks and maintenance and cleaning of large structures.
There was no credible reason why Murdoch would be the appropriate person for this task: it was the legal duty of the minister of trade, then John Nott.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com