In sensitivity analysis, you can vary parameters interactively by using slider bars. The corresponding model output is visualized immediately as a response to your parameter variation.
You can use this application both with regression models and classification models. For supporting the analysis visually, output parameter ranges of models can be associated with individual colors, allowing to identify “good” and “bad” ranges of parameter settings more easily.
This module is very powerful in any rapid prototyping application, since it allows for an interactive experimentation with the real-world system represented by the model. An application to forming feasibility assessment in the automotive industry can be found here.
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