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Copy file name to clipboardexpand all lines: docs/user_guides/fs/feature_view/helper-columns.md
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## Inference Helper columns
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`inference_helper_columns` are a list of feature names that are not used for training the model itself but are used for extra information during online or batch inference.
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For example computing [on-demand feature](../../../concepts/fs/feature_group/on_demand_feature.md) like days left until credit card is valid at the time of transaction `days_until_valid` in credit card fraud detection system.
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Feature `days_until_valid` will be computed using credit cart valid through date `cc_valid_through` that needs to fetched from the feature store and compared to the new transaction date that arrives at
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inference application. In this use case `cc_valid_through`are`inference_helper_column`. It is not used for training but is necessary for computing [on-demand feature](../../../concepts/fs/feature_group/on_demand_feature.md)`days_until_valid`.
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Feature `days_until_valid` will be computed using credit cart valid through date `cc_valid_through` that needs to be fetched from the feature store and compared to the new transaction date that arrives at
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inference application. In this use case `cc_valid_through`is`inference_helper_column`. It is not used for training but is necessary for computing [on-demand feature](../../../concepts/fs/feature_group/on_demand_feature.md)`days_until_valid` feature.
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