DataRobot Automodel Tool
Use DataRobot Automodel to upload data to the DataRobot machine learning platform that creates predictive models. DataRobot creates and saves the predictive models which you can apply in Alteryx via the DataRobot Predict tool.
To use this tool, you must subscribe to DataRobot services, and download the tool from the Alteryx Analytics Gallery. This tool uses the R tool. Go to Options > Download Predictive Tools and sign in to the Alteryx Downloads and Licenses portal to install R and the packages used by the R tool. Visit Download and Use Predictive Tools for additional information.
Connect an Input
Input an Alteryx data stream that includes a target field of interest along with one or more possible predictor fields.
Configure the Tool
- In Instance URL, enter or paste your DataRobot URL. Unless you have a private DataRobot server, your URL is https://app.datarobot.com.
- Log in to DataRobot via one of these methods:
- Enter your DataRobot credentials in Username and Password.
- Select API Token and paste your DataRobot API token in API token. In a browser, log in to your DataRobot account, then go to User Settings > Profile to find your API token.
- Select Connect.
- After you connect, enter a unique name for the project in New Project Name.
- (Optional) Select Enable Autopilot Mode to select model settings in Alteryx.
- Click Select Target Variable and select a column in the data.
- In Number of Workers, enter or select the number of workers to use in creating the model. The default number of workers is 2. The number of workers available is set in DataRobot. If you select more workers than are available to you, the workflow will fail.
- (Optional) Select Enable Quick Mode to generate fewer predictive models, faster. If you do not select a model generation mode in Alteryx, after you run the workflow, go to DataRobot to select model generation settings.
By default, Open DataRobot project in external browser window is selected so you can view or customize the model in DataRobot.
View the Output
Run the workflow to create the models. This tool does not create an output in Alteryx. To see the models created in DataRobot, copy and paste the output project URL in the Results window into your web browser.