Publishing a model as a web service is very easy. To publish the model, click on the PUBLISH WEB SERVICE button and click on YES when it asks for confirmation, as shown in the following screenshot:

It may take a while and once this is done, it would take you to the published web service dashboard page. You can get back to the parent scoring experiment by clicking on the link, which is the View latest option (refer to 2 in the following figure). The View snapshot link also takes you to the same parent scoring experiment, but it shows the experiment in a locked view.

The default endpoint or the published web service API suggests how the web service would be called or consumed. The Request/Response option (refer to 5 in the preceding figure) specifies that you would call the web service with one feature set and get a response as a prediction based on how you defined the output. The Batch Execution option (refer to 6 in the preceding figure) requires that you...