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When capacity is excluded as an input it turns out that the importance of inputs becomes more diverse under SFA.
The importance of inputs from adjacent elements in addressing storage demands causes their geometry and topology on the landscape to control where, when and how runoff is generated.
The resulting knowledge (in terms of the relative importance of inputs) and design guidelines (i.e., human criteria for seat interface pressure measures) should reduce the cost and time associated with the current automobile seat comfort development process, which relies mainly on jury evaluations and is, therefore, executed in a trial-and-error fashion.
DEA is a non-parametric mathematical programming method for measuring the relative efficiency of DMUs with multiple inputs and outputs that does not require any assumptions about a priori information on the importance of inputs and outputs.
As the CCR model does not incorporate prior knowledge of the relative importance of inputs and outputs in estimating weights [ 25], we used the DEA model with an assurance region (AR), setting weight boundaries for outputs so that the relative importance of each of the services contributing to the efficiency is within an appropriate range; these are described in Additional file 1.
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In addition, the relative importance of input parameters on the predicted output was investigated.
Sensitivity analysis was performed on the best model and the importance of input variables was discussed.
Sobol sensitivity analysis was used to identify the relative importance of input parameters.
Different topologies of ANNs were considered to predict the wave parameters and the relative importance of input parameters were determined.
Results of a sensitivity analysis to assess the importance of input parameters on the squeezing outcome are also presented.
The effects of environmental factors and traffic loading on natural frequencies are also evaluated by measuring the relative importance of input variables in regression analysis.
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