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AutoML Churn Predict Showroom

This application is not supported by InterSystems Corporation. Please be notified that you use it at your own risk.
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InterSystems IRIS AutoML Showroom

What's new in this version

Initial Release

This is the InterSystems IRIS AutoML Showroom application using InterSystems IntegratedML to Predict some Churns

Installation using ZPM

  1. Execute this command from IRIS Terminal:
zpm "install automl-showroom"
  1. Open the SQL Manager: http://localhost:52773/csp/sys/exp/%25CSP.UI.Portal.SQL.Home.zen?$NAMESPACE=USER&$NAMESPACE=USER

    1. Execute the SQL command: TRAIN MODEL InternetChurnModel
    2. Execute the SQL command: TRAIN MODEL TelcoChurnModel
  2. Import the Postman collection from https://raw.githubusercontent.com/yurimarx/automl-showroom/main/churn-samples.postman_collection.json to execute some samples

Installation using Docker Compose

  1. Clone/git pull the repo into any local directory
$ git clone https://github.com/yurimarx/automl-showroom.git
  1. Open a Docker terminal in this directory and run:
$ docker-compose build
  1. Run the IRIS container:
$ docker-compose up -d 
  1. Go to Execute Query into Management Portal to train the AI model: http://localhost:52773/csp/sys/exp/%25CSP.UI.Portal.SQL.Home.zen?$NAMESPACE=USER

  2. Execute the models:

    1. Execute the SQL command: TRAIN MODEL InternetChurnModel
    2. Execute the SQL command: TRAIN MODEL TelcoChurnModel
  3. Import the Postman collection from https://raw.githubusercontent.com/yurimarx/automl-showroom/main/churn-samples.postman_collection.json to execute some samples

Credits

This application used InterSystems IRIS IntegratedML project

Read more
Made with
Install
zpm install automl-showroom
Version
1.0.012 May, 2024
Category
Technology Example
Works with
InterSystems IRISInterSystems IRIS for Health
First published
12 May, 2024