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These models, however, require specification of numerous input parameters and are typically tuned manually without accounting for uncertainty in the clinical data, hindering their application to large clinical studies.
Certainly, introducing benefits in the global cost formula means using a more holistic and complete approach, while the already complex degree of the cost-optimal methodology – due to the numerous input data –increases.
The new AASHTO Mechanistic-Empirical PaveMEPDGDesign Guide (MEperformancemance predictions for the anticipated climatic and traffic conditions depend on the values of the numerous input parameters that characterize the pavement materials, layers, design features, and condition.
For instance, the MapReduce model should be considered when dealing with numerous input features because it can speed up the computation of the data processing.
The models assessing the impact of these alternative vaccination strategies are usually dynamic models requiring numerous input data.
PLSR can be seen as a regression analogue to PCA, and can handle numerous input and output variables simultaneously.
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SPSA was found to be the fastest method, which is important when calibrating numerous inputs, but DBF was more reliable.
A spokesman for Fitch, Daniel Noonan, wrote by e-mail that credit ratings "should be considered among numerous inputs when making investment decisions".
However, the YouGov study relates to the Facebook newsfeed, which prioritises posts using a complex algorithm based on numerous inputs, such as how often it is liked, how long someone spends reading it, how much it is shared and who is sharing it.
Although value-added models have been used to measure the contributions of numerous inputs to educational production, their application toward identifying the contributions of individual teachers has been particularly contentious.
This may possibly be from the numerous inputs of domestic wastewater and the increased dumping of refuse along the banks [9], particularly at the downstream, which recorded the highest values.
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