Field: Make a Prediction

Use this action to automatically predict or recommend a value based on historical data and determine confidence in the prediction using a Predictive Model.

How to configure this action

Before configuring this action, first you need to create a predictive model based on a Data Table if you haven鈥檛 already.

After configuring a Predictive Model, you will receive an email when the training is completed. This usually requires 30-90 minutes. The email will include guidance on configuring the Field: Make a Prediction action for that specific model.

Fields for this action

  • Predictive Model ID

    • The alphanumeric ID of the Predictive Model. This will be included in the email that is sent to you after training a new Predictive Model. To locate it manually:

      • When viewing the predictive model, copy the end of the URL from the browser address bar. For example, if the URL is: https://teamname.pushbot.com/build/ba7ed23a-f53b-4aa3-b9c9-01d4a54bbe03then the Predictive Model ID is: ba7ed23a-f53b-4aa3-b9c9-01d4a54bbe03
  • Output Field Prefix

    • To help keep output fields organized, choose an output field prefix to add to the beginning of each output field name as this action may output more than one field.
    • The step鈥檚 name is used as the prefix by default.

What will this output?

This action will output a predicted value and a confidence rating of the prediction.

The confidence rating is a number from 0-100. Set up task conditions to assign a task to a person if the confidence rating is low, or skip that task and save some time if the confidence rating is high.

This action may generate multiple fields. To help keep output fields organized, the prefix above will be added to the beginning of each of the output field names, separated by two dashes. Each field will result as:{{output-field-prefix--output-field}}.

Output fields for this action

  • Field name prediction

    • The predicted value based on the input fields
  • Field name confidence

    • A 0-100 rating indicating the level of certainty of the accuracy of the prediction

Tips

  • To increase accuracy and confidence, add more data to the Data Table that the Predictive Model is based on. You can review the predictive models article for more advice on improving accuracy.