Training at Concept Level

Training the Model at Concept Level - through workflow

Step 1: Click on the Semantic Object Name which contains the Concept you wish to train.

Then click on the Train Model Icon in the Train Model column corresponding to that Concept as shown in the image below.

When the user clicks on the ‘Train Model’ icon, as marked in the image above, they will be redirected to a screen similar to the 'Review Prior mapping' screen of Semantic Object flow.

Since these are almost similar screens to the earlier section, we’ve not added them below but just listed the steps.

Step 2: Review the Prior Mappings – remove any unnecessary ones

Step 3: Select Data Sets for New Mappings

Step 4: Drag and Drop Columns associated with that specific Concept

Step 5: Make any final Adjustments and Run the Model

The image below shows what the final screen of the workflow would look like. Notice the breadcrumb on top which indicates we’re training a model for the Gender concept of Customer Semantic Object.

To summarize, these Steps are the same as in the case of workflow for Semantic Objects in the earlier section, except for the fact that in this case, we’re doing the mapping for a single Concept instead of all the concepts of a Semantic Object.

Clicking on ‘Save & Close’ will take the user to the parent Semantic Object screen, whereas ‘Save & Run’ will trigger the Tenant-wide Classification model.