Solution Development
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Configuration > Training Data

Intended audience: Data scientists developers administrators

AO Platform: 4.4

Overview

The Training Data page allows users to select the training data that’ll be used to train the model.

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Properties

Label

Description

Data Source

Select the Data Source Type for the training data to be used for the model, including MSO, Semantic SQL, and Database.

MSO

Select the MSO radio button to connect using the available MSOs configured.

  • MSO

Click the “+” icon to add an MSO from the Search dialog.

  • Properties

Select any number of properties to include from the tree structure.

Semantic SQL

Select the Semantic SQL radio button to connect using the available MSOs configured.

  • Query

Use the pencil icon to open a dialog for entering and validating the Semantic SQL statement.

Database

Select the Database radio button to connect to the available Databases configured.

  • Database Data Source

Select from the available Database Data Sources in the dropdown.

  • Table

Select the Table option to allow users to select from the Tables available in the selected Database Data Source.

  • Table Name

Select the Table to use from the Table Name dropdown.

  • Query

Select the Query option to allow users to input a database SQL Query to retrieve the data.

  • SQL Query

Enter a SQL Query relative to the Database Data Source. Click the SQL Query builder icon to open a dialog that provides syntax highlighting and validation when creating SQL queries.

Data Preview

With the configuration of the Training Data done, a Preview of the data retrieved will be shown. Use the Refresh button to refresh the data in case configuration parameters are changed.






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