Ready for the next step?

Before moving on to a final evaluation of the models, consider whether your initial assessment was thorough enough.

Task List

• Are you able to understand the results of the models?
• Do the model results make sense to you from a purely logical perspective? Are there apparent inconsistencies that need further exploration?
• From your initial glance, do the results seem to address your organization's business question?
• Have you used analysis nodes and lift or gains charts to compare and evaluate model accuracy?
• Have you explored more than one type of model and compared the results?
• Are the results of your model deployable?

If the results of your data modeling seem accurate and relevant, it's time to conduct a more through evaluation before a final deployment.