Scripts Generated

In this kind of deployment, several general scripts are generated:

Master Script: Starts all the required scripts in the appropriate order. The script performs the following:
- Validates if the version of the script is compatible with the version of the Data Miner repository that is installed.
- Creates a workflow master table that contains entries for all the underlying objects created by the workflow script.
- Contains generated documentation covering key usage information necessary to understand operation of scripts.
Cleanup Script: Drops all objects created by the workflow script. The Cleanup Script drops the following objects:
- Hidden objects, such as the table generated for Explore Data.
- Public objects, such as Model Names created by Build Nodes.
- Tables created by a Create Table Node.
Workflow Diagram Image: Creates an image (.png file) of the workflow at the time of script generation. The entire workflow is displayed.

The other scripts that are generated depend on the nodes in the chain. Table: Nodes and Script Functionality lists the nodes and their corresponding script functionality.

Nodes and Script Functionality

Node	Script Functionality
Data Source node Transform node Aggregate node Join node Filter Rows node Sample node Model Details Node Apply node Apply Text node Filter Columns Details node	Creates a view reflecting the output of the node.
Filter Column node	Creates a view reflecting the output of the Filter Column node such as other Transform type nodes. If the `Attribute Importance` setting is specified, a table is generated containing the AI result (private).
Build Text node	For each text transformation, the following objects are created: Feature Table Name Oracle Text Policy Object Creates a view reflecting the output of the Build Text node. This is essentially the same output as an Apply Text node
Classification Build node	A model is created for each model build specification. A master test result table is generated to store the list of test result tables generated per model. GLM Model Row Diagnostics Table is created if row diagnostics is turned on. Each Model Test has one table generated for each of the following test results: Performance, Performance Matrix, ROC (for binary classification only). Each Model Test has one table for each of the following tests per target value (up to 100 maximum target values): List and Profit.
Regression Build node	A model is created for each model build specification. GLM Model Row Diagnostics Table is created if row diagnostics is turned on. A master test result table is generated to store the list of test result tables generated per model. Each Model Test will have one table generated for each of the following test results: Performance and Residual.
Clustering Build Anomaly Detection Build Feature Extraction Build Association Build	A model is created for each model build specification.
Test Node (Classification)	A master test result table is generated to store the list of test result tables generated per model. GLM Model Row Diagnostics Table is created if row diagnostics is turned on. Each Model Test has one table generated for each of these test results: Performance, Performance Matrix, ROC (for binary classification only). Each Model Test has one table for each of Lift and Profit per target value up to 100 maximum target values.
Test Node (Regression)	GLM Model Row Diagnostics Table is created if row diagnostics is turned on. A master test result table is generated to store the list of test result tables generated per model. Each Model Test has one table generated for each of Performance and Residual.
Model Node Text Reference Node	No scripts are generated. These nodes are just reference nodes to metadata.