Salesforce

Select the Salesforce option in the deploy screen to deploy your model to Salesforce.

Deployment Settings

Once selected, there are several options to select for a successful deployment.

Salesforce Dataset

Select the dataset you will be putting your data to predict against. A good example would be training against closed deals and outputting into leads/opportunities.

Other Options

• Scheduler - Select how often the prediction will run.

• Run on Deploy - Select whether it will run immediately upon deployment.

• Run Rules - Run against either all rows or rows without predictions. This allows you to input and output the same type of Salesforce field.

• Map Fields - Map the fields existing in the project to the fields on the prediction data. These will often be the same but can be manually mapped if they are different.

• Apply Data Prep - If you applied any data prep steps in the project, those transformations can be used to your prediction data before running the prediction.

Advanced Options

• Upper Prediction Threshold - Applied prediction threshold to the data before outputting predictions. This means you can set a max value for the prediction to be able to return for numerical predictions only.

• Lower Prediction Threshold - Applied prediction threshold to the data before outputting predictions. This means you can set a min value for the prediction to be able to return for numerical predictions only.

Preview and Deploy

Once you are happy with your settings, you can click to preview and then deploy your model.