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Clicking on the "Create Model" button opens a modal window. In this window you have to set the training attributes for the new model. An example window is depicted below.

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titleWhich attributes should I select?

You should select only the most informative attributes. These could be:

  • The ones you used during the annotation process to decide which attribute value should be assigned to each product.
  • The ones you as a domain expert believe contain useful information regarding the new attribute.

Remember, it is always best to start simple. Adding a training attribute which does not contain any useful information regarding the new attribute would only introduce unnecessary noise in the model input. Hence, the performance would most likely drop instead of improving with the addition of unneeded attributes. We suggest starting with just a single attribute and iteratively adding further ones until the model performance stops increasing.

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To find the attributes you can use the several filter settings. You can search for

  • the attribute name
  • the fill rating
  • (see the "Search attribute" input field)
  • the type (using one of the type filter button above the table)the type

All selected attributes are displayed as tags below the attribute list. With the aid of the "x" icon all attributes can be removed again.

Info
titleNote
  • No attribute is preselected if you enter this window. That should help you to only select these attributes you really think you need for creating a good model.
  • The maximum number of attributes you can select is 5. Technically, more attribute were possible but the more attributes you select it is more likely to get unnecessary noise (worse results) for the model predictions
Some attributes are preselected when you open the modal window. These attributes are the mapped core attributes of the data feed. In general not all of them are useful for the model creation. Hence, please make sure to check all selected attributes before clicking on the "Start" button
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If you click on the "Start" button the model creation process is triggered. You should see the following processing screen:

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