BrainGrid Controller
ML Mapper
Configuration

ML Mapper

Authorized user views trained ML models

Authorized users can view a list of all trained ML models along with their details on the "Trained Model Preferences" page.

Info:

  • User: Jane Smith
  • Page: ML Mapper -> Trained Model Preferences
  • Details for each model:
    • Model Name: Sentiment Analysis
    • Training Date: 2024-05-12
    • Accuracy: 92%
    • Status: Active
    • Model Name: Image Recognition
    • Training Date: 2024-06-15
    • Accuracy: 89%
    • Status: Inactive

Authorized user views window list

Authorized users can view a list of all windows (forms) along with their details on the "Window List" page.

Info:

  • User: Jane Smith
  • Page: ML Mapper -> Window List
  • Details for each window:
    • Window Name: User Window
    • Description: Window for user details
    • Created Date: 2024-01-20
    • Window Name: Order Window
    • Description: Window for order entry
    • Created Date: 2024-03-22

Authorized user searches for a trained ML model

Authorized users can search for a specific trained ML model by name on the "Trained Model Preferences" page.

Info:

  • User: Jane Smith
  • Page: Trained Model Preferences
  • Search Term: Sentiment Analysis
  • Search Results:
    • Model Name: Sentiment Analysis
    • Training Date: 2024-05-12
    • Accuracy: 92%
    • Status: Active

Authorized user searches for a window (window)

Authorized users can search for a specific window (window) by name on the "Window List" page.

Info:

  • User: Jane Smith
  • Page: Window List
  • Search Term: User Window
  • Search Results:
    • Window Name: User Window
    • Description: Window for user details
    • Created Date: 2024-01-20

Authorized user views details of a trained ML model

Authorized users can view detailed information about a specific trained ML model on the "Trained Model Preferences" page.

Info:

  • User: Jane Smith
  • Page: Trained Model Preferences
  • Model: Image Recognition
  • Details:
    • Model Name
    • Training Date
    • Accuracy
    • Status
    • Training Data Source
    • Hyperparameters
    • Performance Metrics

Authorized user views details of a window (window)

Authorized users can view detailed information about a specific window (window) on the "Window List" page.

Info:

  • User: Jane Smith
  • Page: Window List
  • Window: Order Window
  • Details:
    • Window Name
    • Description
    • Created Date
    • Fields and their types
    • Associated validations

Authorized user navigates back to ML Mapper from model preferences

Authorized users can navigate back to the "ML Mapper" page from the "Trained Model Preferences" page.

Info:

  • User: Jane Smith
  • Page: Trained Model Preferences
  • Action: Back to ML Mapper
  • Outcome: Redirected to the "ML Mapper" page

Authorized user navigates back to ML Mapper from window list

Authorized users can navigate back to the "ML Mapper" page from the "Window List" page.

Info:

  • User: Jane Smith
  • Page: Window List
  • Action: Back to ML Mapper
  • Outcome: Redirected to the "ML Mapper" page

Configure ML Model Mapper for Titanic Prediction

Authorized users can configure an ML model mapper for the Titanic Prediction model.

Info:

  • User: Authorized user
  • Action Steps:
    • Navigate to the ML Mapper Configuration page
    • Select the "Titanic Classification" ML model
    • Select the "Titanic Prediction Window" from the window list
    • Enter "Titanic Prediction Mapper" as the Mapper title
    • Select "Titanic Prediction Window" as the window window
    • Tick the "Enabled" checkbox
    • Map the target column to "hasSurvived"
    • Map the following source columns:
      • age to age
      • fare to fare
      • gender to gender
      • class to class
  • Outcome: The system confirms the successful creation of the mapper.

Verify Mapper Configuration

Authorized users can verify the configuration of the ML model mapper.

Info:

  • User: Authorized user
  • Action: View the list of ML model mappers
  • Expected Result:
    • "Titanic Prediction Mapper" should be in the list
    • It should be associated with the "Titanic Classification" model
    • It should be associated with the "Titanic Prediction Window"
    • It should be marked as enabled
Advanced Filters Prediction