Evaluation and Testing Recommendations

Test tab in the user-interface of Exponea platform

Once the model was trained and it's active, you can switch from the Design tab to the Test tab to see product recommendations generated by the engine. On the image below you can see the test tab in the Exponea platform.

In the top left corner of the test tab view you can switch between visual and list mode to see either product visual or product catalog attributes (in the product catalog column there must be column with the name image and it is necessary to label catalog columns during the catalog import in order to see images, product titles, URLs - these labels are image, title, and URL).

The right panel of the test tab is used for testing user-based personalized recommendations. You can select a preview of the product recommendations for an arbitrary customer in the Exponea platform. For easier retrieval of customers matching some conditions, there's also a standard customer filter available. In case you want to generate product recommendations in the context of item/product from a product catalog with the option “Based on item”. See the image below for an example.

In the case of Metric based category you have to also fill category names/ids that correspond to category identifier specified in template settings. For more information see product discovery paper.

The last information in the right panel is brief summary and ratio of personalized/non-personalised product from the number of requested items. In test tab it is always 10, e.g. 4/10 means 4 personalized products from 10 requested. You should use this information to check if the recommendations engine is running and personalising in the majority of the cases.

Single Customer View

Navigation path: Data & AssetsCustomersProfile of a selected customer

The suggested way to test product recommendation engines in the Exponea platform is to use the Single customer view because it is possible to see recommendations in the context of customer’s last seen products or last purchased products. In the Overview tab in the bottom right part of the display, you will see “Recommendations for ”. You can use this selector to see product recommendations generated from any engine previously created and trained.


Single customer view display

For correct displaying of products in the Single customer view, it is necessary to label the following product catalog columns during import: URL, title, image, price.

Updated 2 years ago

Evaluation and Testing Recommendations

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