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The starting point is a novel decomposition of a Boolean function's total mutual information (between input variables and the output).
And then, with the selection of additional experimental points, RSM is introduced to construct the precise regression model between input variables and performance indexes.
Taguchi based grey system approach and grey-fuzzy grade are used to evaluate the relationship between input variables and performance measures.
Moreover, Pearson correlation analysis, self organizing map, contour plots and response surface plot were used to illustrate the relationship between input variables and quality attributes.
With the advent of highly complex engineering simulation models that describe the relationship between input variables and output response, the need for an efficient and effective sensitivity analysis is more demanding.
Results indicate that 68% of the variation in soil phosphorus could be explained by elevation and Band 1 data and significant correlation was observed between input variables and phosphorus contents.
Similar(48)
Figure 6 Correlation between input variables (friends and non-friends) and output (fuzzy-cost).
Figure 7 Correlation between input variables (friends and friends-of-friends) and output (fuzzy-cost).
*Factor loadings are correlation coefficients (r) between input variables (food intakes) and extracted factors.
Furthermore, the generalization capacity along with the sensitivity analysis allowed the identification of high-weight variables in the model, as well as the partial interpretation of the statistical functional relationships between the input variables and the abundance.
The adequate relation was found between the input variables and response (removal percentage of RhB) and Fisher values (F- values) along with P-values suggesting the significance of various term coefficients.
More suggestions(15)
between input spikes and
between insulin variables and
between response variables and
between input data and
between loss variables and
between mixture variables and
between neuropsychologic variables and
between visitor variables and
between input images and
between predictor variables and
between weather variables and
between outcome variables and
between climate variables and
between background variables and
between process variables and
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com