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In addition, we illustrate the divergences between joint and conditional data likelihood and accuracy performance achieved by such models, suggesting that smoothing based on optimizing accuracy directly might greatly improve performance.
A multi-method approach to measuring dietary sodium intake was chosen to employ both objective and self-reported methods, optimizing accuracy of dietary intake estimation, while minimizing participant burden [ 50].
Conceptual considerations include e.g. the trade-off between optimizing accuracy versus optimizing generality.
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Depending on the context of the tool, it may be a higher priority to ensure equitable outcomes than to optimize accuracy.
Following our proposed practices would help biomedical researchers leverage the current technological expansion to optimize accuracy and potential of their projects.
A general method for construction of numerical schemes for scalar conservation laws which optimizes accuracy is applied to linear advection problems and Burgers' equation.
To help reduce any potential misclassification, refining this instrumentation in line with any changes in prescribed activity levels is essential to optimize accuracy.
In order to optimize accuracy of the planned corrective osteotomy, extensive preoperative planning is indispensable.
We used multiple nets and image transformations to optimize accuracy for our classification task, achieving a surprisingly low error rate of just 0.072%.
→ Is fully open-sourced, designed to support collaboration and updates by the private sector and government, leverage user feedback on both the vendor and agency side, and to optimize accuracy.
Indeed, in order to minimize communication cost of training and optimize accuracy of zone estimate, a selection of the closest nodes is performed and only those nodes participate in training, as proposed in [23].
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com