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R2 Quality Alert
Indicates that this model's R2 metric is so high or low that it warrants further examination.
Actions to Consider
- A low R2 indicates that the model doesn’t perform much better than random guessing. Consider improving the model before deploying it.
- A high R2 indicates that the model performs so well that data leakage can be a factor. Investigate and remove any variables that are implicated in data leakage.
Detection Methodology
Einstein Discovery automatically alerts you when it detects an R2 with a value of:
- Below 0.1 (low)
- Above 0.95 (high)
See Also
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