The Model Project Designer is used to create and modify model projects.
A model project allows you to create a representation of a RedPoint Automated Machine Learning (AML) model in RPI, which can then be used at audience execution or smart asset evaluation to make a call to AML to determine target or visitor model scores.
Model projects are saved as ‘Model Project’ files in the RPI file system. All model project files currently have a sub-type of ‘Automated Machine Learning’.
In order to use model projects in RPI, values must be provided for the following system configuration settings:
•AutomatedMLAPIAddress
•AutomatedMLCredentials
The Model Project Designer is displayed in its own tab in the RPI framework.
The Model Project Designer contains the following elements:
•Toolbar
•Toolbox
•Properties
•Tabset, consisting of the following tabs:
o Model Details
o Attributes
o Model Score Bands
Each of the above is documented separately.
Note that model projects are supported in both SQL and NoSQL environments.