Chapter 7. Modeling – Assessment, Evaluation, Deployment, and Monitoring
In this chapter, we will cover:
- How (and why) to validate as well as test
- Using classification trees to explore the predictions of a Neural Network
- Correcting a confusion matrix for an imbalanced target variable by incorporating priors
- Using aggregate to write cluster centers to Excel for conditional formatting
- Creating a classification tree financial summary using aggregate and an Excel Export node
- Reformatting data for reporting with a Transpose node
- Changing formatting of fields in a Table node
- Combining generated filters
