Recommendations for training adaptive AI match models
To train an adaptive AI match model, review the following recommendations:
•Ensure that you are assigned one of the following predefined user roles:
- Admin
- Designer
- MDM Designer
•You can train an adaptive AI match model with a subset of production data. Consider training a match model in a non-production environment that does not contain the entire production data.
•A match model that you want to use for training must have the same population as the production data.
•During the training process, the training page displays the precision, recall, and accuracy values that indicate the learning of the adaptive AI match model. Consider reviewing the table in between the batches during the training process.
•When the precision, recall, and accuracy values display a steady increase for an adaptive AI match model during the training of several batches, it indicates that the adaptive AI match model is completely trained and you can stop training the adaptive AI match model.
•For an optimal adaptive AI match model training, you might want to train the model for at least 20 batches.