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"

2. 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

3. 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

2. Open a Docker terminal in this directory and run:

$ docker-compose build

3. Run the IRIS container:

$ docker-compose up -d 

4. 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

5. Execute the models:

   1. Execute the SQL command: TRAIN MODEL InternetChurnModel
   2. Execute the SQL command: TRAIN MODEL TelcoChurnModel

6. 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