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In analysis process, experts usually face several input variables having effect on several outputs called response variables.
Decision tree learning uses a decision tree to create a model that predicts the value of a target variable based on several input variables.
The land use model is a spatial model which is based on several input variables such as population, employment, housing and businesses.
And after a specific design of experiment, the goal is defined to minimize an output variable (prediction error) that is affected by several input variables.
Decision tree learning uses a decision tree to create a model that predicts the value of a target class based on several input variables.
RSM is an efficient tool for developing, amending, and optimizing the processes by combining several input variables and evaluate how their complex interactions affect the execution of the response variables (Natarajan et al. 2011; Lin et al. 2012).
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Using the design of experiments and applying regression analysis, the modeling of the desired response (Y) to several independent input variables (x i ) can be gained.
Therefore, a scenario-based risk analysis with several specified input variables and methods is recommended for verification of #3 and #5.
We tested several other input variables in our sensitivity analyses, which we discuss in our Results section.> -wrap-foot> aChronic disease includes mental health diseases, cancer, diabetes, chronic obstructive pulmonary disease, kidney disease, cerebrovascular disease, acute myocardial infarction, and ischemic heart disease.
By careful design of experiments, the objective is to optimize a response (output variable) which is influenced by several independent variables (input variables).
Design of experiments Response Surface Methodology (RS M is a collection of mathematical and statistical technique that uses experimental data obtained from specified experimental design to model and optimize any process in which response (output variable) of interest is influenced by several independent variables (input variables) (Hameed et al. 2008; Chatterjee et al. 2012).
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