Creating Multiple Model versions¶

Multiple versions of a model are created by varying input features, training time ranges, ML model types and parameters. New draft versions can be created by the “Model Versions” menu as shown in the image below.

The model version showing the best prediction quality characterized by the highest R² accuracy score and the lowest Root Squared Error (RSE) and Mean Absolute Error (MAE) is selected for production use to generate predictions.

Model Version Operations:

• Model Version Management: Model versions can be created and deleted through the Model Versions menu.
• Training Board Access: The Training Board feature allows users to navigate to the Training Board of a specific model version for further inspection and analysis.
• Start or Stop Prediction: Users can initiate or halt the generation of prediction results using the Start Prediction and functions.
• Delete Version: Model versions can be removed via the Model Versions menu.
• Training Board: Navigate to the Training Board of the selected model version for detailed training insights.