App Interface Widgets
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      3. App Interface Widgets

      ML Chart Node

      Visualizes data related to machine learning processes, including performance metrics, learning curves, or feature importance.

      How to Use

      Implementation

      In the Rayven Workflow Builder:

      • Select Visualizations.
      • Drag the ML Chart node to the canvas.
      • Provide an input to the ML Chart by connecting it to another node, this triggers the refresh.
      • Double click on the ML Chart to open the configuration window.

      Configuration

      Section: General

      This section contains basic configuration elements required for any ML chart implementation

      Field

      Requirement

      Comments

      Widget Name

      Mandatory

      Enter a name for this node.


      This provides a handle to which you and others can refer, so it should be simple but meaningful and explain the node’s purpose.

      Widget Subtitle

      Optional

      Additional text that can be used to explain the data presented by the node.


      This will appear directly under the Widget Name, in a smaller text size.

      Device/Device Label Name

      Mandatory

      Select this checkbox to display the device or label name on the widget.

      ML Node

      Mandatory

      Select ML model configured in the ML workflow


      Section: Tooltip Info

      Field

      Requirement

      Comments

      Show Tooltip

      Optional

      When checked, it allows users to display their tooltip text on the widget.

      Tooltip Text

      Optional

      This section only exists when “Show Tooltip” is checked.

      Users are able to write any tooltip message they desire which will be displayed on the widget.

      Section: Group by Device Label

      Field

      Requirement

      Comments

      Device label name

      Mandatory

      There are no labels available in this box until you have saved at least one in the Device Labels section of the Workspace. 


      Select a Label to use to filter devices.

      Grouped

      Mandatory

      Select a method for grouping the widget on the dashboard from the dropdown:


      No Grouping (widget per device): one widget will appear for each device


      Group by device label value (Widget per label value): One widget will appear for each value of a label. For example, if the Label is ‘Colour’ and there are the values ‘Green’ and ‘Gold’, then two widgets will be displayed, one with devices with Colour Label equal to “Green” and one with devices with Colour Label equal to “Gold”


      Group by device label name (One widget): Only one widget will be displayed and this will contain data from all devices.