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Numerical Use Cases
Numerical solutions target numeric outcomes represented as quantitative data (measures), such as currency, counts, or percentages.
Note Einstein Discovery stories are now models. We wish we could snap our fingers to update the
name everywhere, but you can expect to see the previous name in a few places until
we replace it.
Example Numerical Solutions
Here are just a few examples of how Einstein Discovery can help you improve numerical outcomes in your organization:
- Predicted Amount of an opportunity
- Predicted Time-to-Close of an opportunity
- Predicted Customer Lifetime Value of an account
- Predicted Customer Satisfaction of a case
Supported Algorithms for Numerical Solutions
- Generalized Linear Model (GLM) - Linear Regression
- XGBoost
- Gradient Boost Machine (GBM)
- Random Forest
Model Quality Metrics
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