Data Mining Deployment Guide > Deploying Real-Time Scoring with Siebel Data Mining >
Deploying Siebel Analytics Real-Time Configuration
After successful testing, deploy the configuration as follows:
- Move the configured application from your test or preproduction environment to your production system. (Be sure to have policies in place for model performance monitoring and maintenance.)
- Depending on the volatility of customer behavior patterns, you must regularly retrain and redeploy the predictive model. Deploy a retrained model by replacing the old XML model file with the new model file in the respective file system folder.
- After replacing the model file, restart the Siebel Analytics server to make the change effective.
|