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 5-14 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