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Functions of ExplainableD3
It is possible to create and evolve a predictive model through learning the user's own data, find an optimal solution with a sophisticated predictive model and use a high-quality optimization report through data analysis to create a higher-level design and thesis.
ExplainableD3 autonomous and Comprehensive Report Generation Process
Functions of ExplainableD3
Predictive modelling (Auto-Metamodeling)
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Function to provide data needed for learning
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Function to evolve by learning a predictive model with user input data
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Function to share predictive models that can be executed in the form of Excel
Optimal design based on DAVIS (Data Analytics, Visualization and Interactive Storytelling)
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Function to perform single/multi-objective optimal design by itself as a predictive model
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Function to treat continuous and discrete variables as design variables
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Function to create for data analysis by itself.
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Function to provide an analysis report in the form of storytelling and Excel using data analysis and visualization techniquesin order to understand optimal design solutions and provide design guides
Needs of ExplainableD3
| 이 슈 | ExplainableD3가 없다면 | ExplainableD3가 있다면 | |
|---|---|---|---|
| Data acquisition | What technique should I use for Design of Experiment (DOE)? | Completion ofDOE theoretical training | SW-loaded logic is provided (No need of training) |
| How to extract data using DOE? | Completion of training on how to use software related to DOE | ||
| 예측 모델링 | What techniques should I use for predictive modelling? | Completion of Metamodeling theoretical training | |
| How to make a predictive model? | Completion of training on how to use software related to Metamodeling | ||
| How to evaluate the accuracy of a predictive model. | Completion of theoretical training on how to evaluate the accuracy of metamodeling | ||
| 최적화 | What techniques should I use for optimal design? | Completion of theoretical training related to optimization | |
| How to progress optimal design? | Completion of training on how to use software related to optimal design. | ||
| How to analyze the results of optimal design? | Completion of theoretical training related to various data analysis techniques | ||
| Writing reports | How to write an analysis report? | Establish a data analysis strategy | Autonomous generation of reports |
| Generate data for analysis | |||
| Drawing graphs for visualization | |||