Database Reference
In-Depth Information
details segment of the presentation should focus on describing expected model
performance and any caveats related to the model performance. In addition, this
portion of the presentation should provide a detailed description of the modeling
technique, variables, scope, and expected effectiveness of the model.
This is where the team can provide discussion or written details related to the
variables used in the model and explain how or why these variables were selected.
In addition, the team should share the actual code (or at least an excerpt)
developed to explain what was created and how it operates. This also serves to
foster discussion related to any additional constraints or implications related to the
main logic of the code. In addition, the team can use this section to illustrate details
of the key variables and the predictive power of the model, using analyst-oriented
charts and graphs, such as histograms, dot charts, density plots, and ROC curves.
Figure 12.13
provides a sample slide describing the data variables, and
Figure 12.14
shows a sample slide with a technical graph to support the work.
