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Model Stats

Overview​

A live dashboard for model stats across models.

Add a connection​

  1. To begin, add a connection. Navigate to Manage Connections and click Add.
  2. Enter your JDBC URL, Username, and Password and click Add. add-connection
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    Click on Test Connection to test your connection. If the connection is successful, the UI will display a message saying “Successfully tested the JDBC connection”. You can also add or delete existing connections within the Manage Connections menu.

You have succesfully added a new connection.

Add the JDBC driver​

  1. To add the JDBC driver, navigate to Manage Connections and then click on Upload JDBC Drivers.
  2. Browse through the available JDBC drivers and click Upload after selecting the appropriate driver.
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    The option to add a JDBC driver is only visible if there is a pre-existing connection already.

You have succesfully added the JDBC driver.

Add a widget​

  1. To add a widget, navigate to Add Widget and select the connection matching the required JDBC string from the drop-down menu. Alternatively, add a new connection and click Next to proceed. add-widgets

  2. After selecting the connection, enter the Widget Title, Select Model and select one of the two Monitor Functions.

  3. Click Next to add the widget. add-widget-details

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    • It is recommended to select tables based on the features of the model.
    • Once the widget has been successfully added, you can move or delete the widget by clicking on the vertical ellipsis.

    This widget is used to count the unique values in a specific column in a table. It is used to show the differences between a training table and the scoring table. The widget can display only matching tables based on the model's features.

You have successfully added widgets and should be able to interact with them on your dashboard.

Exporting or importing a dashboard​

  • Once you have populated the dashboard with widgets, you can export it as a JSON file. The JSON file can then be imported into any eScorer instance to retrieve the same widgets.
  • To import or export dashboards, navigate to Import Dashboard or Export Dashboard on the STATS tab. import-export-dashboards You have successfuly exported and imported a dashboard.
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