Scripts Generated

Several general scripts and related items are generated:

The remaining scripts that are generated depend on the nodes in the chain:

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 Columns Node. Creates a view reflecting the output of the Filter Column node (like 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 and 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 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): Lift and Profit

Regression Build Node A model is created for each model build specification

GLM Model Row Diagnostics Table is created if row diagnostics 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 turned on

Each Model Test has one table generated for each of these test results: Performance, Performance Matrix, ROC (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 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 generated. These nodes are just reference nodes to metadata