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The Pearson's correlation coefficient is calculated between each input variable Xi and the output variable Y.
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The relationships between each effective input variable and V85 C are shown in Fig. 6.
The relationships between each effective input variable and V85T are shown in Fig. 8.
The relationships between each effective input variable and Density are shown in Fig. 4.
The sigmoid function is defined as any function that is bounded and has a direct relation between the input variable and the output variable (Smith 1993).
The sign of PRCC identifies the specific qualitative relationship between the input and output variable, and the absolute value of PRCC indicates the degree of monotonicity between a specific input variable and the outcome variable.
Finally, Figure 2 shows the relationship between each of the input variables to net savings.
The relationship between target variable and input variable X1 and X2 is nonlinear.
With problems of this type, it is important to understand the relationships between the input variables (whose values are often imprecisely known) and the output.
The contributions of the paper are as follows: (1) In existing ILC algorithm, the model was built only between manipulated input variables U and output variables Y without considering the state variables.
We used multifactorial statistical analysis to determine the interaction between four input variables derived from fibrin gel synthesis on four output variables (gel stiffness, gel contraction, and secretion of VEGF and PGE2).
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