- From the List of Models, select the PMML BYOM row.
- Select Import Model.
- Set the following properties:
Tab Property Description Details External Id Specify the model name. Tags Add tags to the model for searches and filtering. Upload model file Upload control to upload only model file. Model monitoring Enable Model monitoring Select the checkbox to enable. Model Type Select the type of the model: classification or regression. Training statistics Select the dataset used to train the model from the drop-down list. You can validate the dataset by selecting Validate.
Prediction expression Free text to parse the output values from the model predictions. You can validate the expression by selecting Validate. Use this expression to monitor the model.
Model evaluation & monitoring Select the checkbox to enable feature and prediction drift monitoring. This is used to compute statistics after importing a model.
Select to enable model evaluation and performance monitoring. If enabled, you can monitor and evaluate the model performance; otherwise, you can directly approve and then deploy the model.
Select the Metrics Type: default or custom.
If custom is selected, you must upload the metrics; otherwise, metrics will be computed using the dataset you specified in the Training statistics drop-down list.
Deselecting Enable Model Evaluation prevents the model version evaluation. For details, see Evaluating a Trained Model. - Select Save.