Final answer:
The evaluation phase of the CRISP-DM framework results in three main outputs: evaluation results in an understandable format, a review of the process, and recommendations for next steps.
Step-by-step explanation:
The three primary outputs generated during the evaluation phase within the CRISP-DM framework are:
- Evaluation Results: This includes all of the outcomes from various modeling efforts and the assessment of the results against the project objectives. The results should be presented in a way that is understandable and actionable by stakeholders, including various forms of data visualization (such as charts if appropriate for the audience) or textual summaries.
- Review Process: A thorough analysis and review of the whole process undertaken during the CRISP-DM project. This often involves reflecting on what has been learned during the project and identifying any issues or challenges that were encountered.
- Next Steps: Recommendations for future actions, which could include the deployment of a successful model or further rounds of iteration to improve models or processes. These recommendations should consider the practical aspects of implementation within the business context.
It is crucial that the outputs of the evaluation phase are effectively communicated to program managers in a format that they find usable and informative to support decision-making processes.