Results from an Einstein Discovery story are reviewed with a business user. They agree with the findings but noticed that none of the fields used in the story have a correlation value greater than 4%. The client is now concerned that the model may not be good enough to deploy. What are two possible next steps? (Choose two.)
Below is the answer and explanation for the question in the Salesforce Exams.
Results from an Einstein Discovery story are reviewed with a business user. They agree with the findings but noticed that none of the fields used in the story have a correlation value greater than 4%. The client is now concerned that the model may not be good enough to deploy.
What are two possible next steps? (Choose two.)
- Identify additional data that may have a stronger relationship with the outcome variable. ✅
- Rerun and update the story with a different algorithm.
- Proceed with deployment if the correlation values are sufficient.
- Edit the model accuracy settings and rerun the story. ✅
Correct Answers
Identify additional data that may have a stronger relationship with the outcome variable. ✅
Edit the model accuracy settings and rerun the story. ✅
Explanation
Einstein Discovery is known for its capability of bringing the power of analytics, machine learning, and statistical analysis to help businesses get important insights from their data quickly. But hey, that sounds like a job that a data scientist should do. While data scientists can bring the solutions to these tasks, it’s also important to remember that not all companies have a dedicated data scientist. In case your company does have one, the next question would be, what are the chances that your data scientist is preoccupied with other projects while you have a large amount of data that you need to analyze in a short amount of time?
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