Overview Tab for Numeric Use Cases

The Overview tab shows an at-a-glance summary of your model’s quality.

Note
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.

Navigate to the Overview Tab

In Performance, click Overview.

Overview tab showing, sections on path to deployment and training data

Path to Deployment

Area Description
Review Model Accuracy R2 measures a regression's model's ability to explain variation in the outcome. R2 ranges from zero (random chance) to one (perfect model). In general, the higher the R2, the better the model predicts outcomes. Click View Model Evaluation to see the Model Evaluation for Numeric Use Cases.
Assess Deployment Readiness

Summarizes the results of quality tests on the training data, certain model metrics, and validation.

  • Model quality check: Indicates whether issues exist.
  • Data Alerts: Indicates the number of unresolved data issues associated with this model.

Click View All Alerts to Handle Quality Alerts.

Training Data and the Model

Area Description
Distribution of Outcome Variable Shows the distribution of values (count and range) for the outcome variable in the training data.
Top Predictors Lists the top predictors (explanatory variables) for this model and their correlation with the outcome variable.