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Asphalt layer thickness is the most relevant input for flexible pavements assessment.
Furthermore, a discriminant analysis was used to find the most relevant input features for the pointing pose estimator.
The statistics of numerous random runs of the HEA also allowed determining most relevant input variables without a priori knowledge.
Selection of the most relevant input variables for an inferential predictor is important for good prediction ability.
A methodology to select the most relevant input variables and find the best achievable performance for a particular number of inputs is presented.
In this section, three methods for sparse linear regression are reviewed that aim to select the most relevant input features in a set of precollected preference data.
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A Gaussian Process sensitivity analysis [18] is performed to select the most relevant inputs to predict the optimal battery size with GPExp.
From Fig. 7a ("Appendix"), it can be seen that the electrical production and consumption are the two most relevant inputs to predict the optimal battery size.
The analysis of the explanatory power of the model in terms of its inputs shows, as expected, that PAR and fAPAR are the most relevant inputs.
The efficiency of the proposed algorithm is assessed on several benchmarks before applying the algorithm to identify the most relevant inputs of a double-diffusive convection model.
PD and CW analyse for the first time, the potential of straw throughout Germany at a county level (NUTS3-level) by applying humus balancing, and according to the regional agricultural statistics of the years 1999, 2003 and 2007, the yields and the most relevant organic input and output flows as well as their impacts on the soil carbon pools are calculated [4-6].
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com