5.6 Use Case Modifications
This topic describes the information about the use case modifications.
Use case definition may undergo the following modification and would require model re-training. After each re-training run, you should review the model details discussed under Model Explainability
Table 5-15 Use Case Modifications
| Use Case Modification | Model Re-training Required | Correlation Analysis Required |
|---|---|---|
| Data Source replaced by another data source | Yes | Yes |
| New column Added to existing data source | Yes | Yes |
| New columns Added to custom data source | Yes | Yes |
| Existing column removed from existing data source | Yes | Yes |
| Selected Algorithm Changed | Yes | No |
| Model Error statistic Changed | Yes | No |
| Partition Column Name list altered (added / removed) | Yes | Yes |
Parent topic: Machine Learning Framework