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Yes, you can define the specific attributes that you want an Amazon Personalize model to train off by adding metadata fields to your dataset's schema.
Make sure that if you add your own metadata field of type string, it must include the categorical attribute or the textual attribute (only Items schemas support fields with the textual attribute). Otherwise, Amazon Personalize won't use the field when training a model.
For more information, see Datasets and schemas in the Amazon Personalize developer guide.
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