Package software.amazon.awssdk.services.sagemaker.model

Interface TimeSeriesConfig.Builder

    • Method Detail

      • targetAttributeName

        TimeSeriesConfig.Builder targetAttributeName​(String targetAttributeName)

        The name of the column representing the target variable that you want to predict for each item in your dataset. The data type of the target variable must be numerical.

        Parameters:
        targetAttributeName - The name of the column representing the target variable that you want to predict for each item in your dataset. The data type of the target variable must be numerical.
        Returns:
        Returns a reference to this object so that method calls can be chained together.

      • timestampAttributeName

        TimeSeriesConfig.Builder timestampAttributeName​(String timestampAttributeName)

        The name of the column indicating a point in time at which the target value of a given item is recorded.

        Parameters:
        timestampAttributeName - The name of the column indicating a point in time at which the target value of a given item is recorded.
        Returns:
        Returns a reference to this object so that method calls can be chained together.

      • itemIdentifierAttributeName

        TimeSeriesConfig.Builder itemIdentifierAttributeName​(String itemIdentifierAttributeName)

        The name of the column that represents the set of item identifiers for which you want to predict the target value.

        Parameters:
        itemIdentifierAttributeName - The name of the column that represents the set of item identifiers for which you want to predict the target value.
        Returns:
        Returns a reference to this object so that method calls can be chained together.

      • groupingAttributeNames

        TimeSeriesConfig.Builder groupingAttributeNames​(Collection<String> groupingAttributeNames)

        A set of columns names that can be grouped with the item identifier column to create a composite key for which a target value is predicted.

        Parameters:
        groupingAttributeNames - A set of columns names that can be grouped with the item identifier column to create a composite key for which a target value is predicted.
        Returns:
        Returns a reference to this object so that method calls can be chained together.

      • groupingAttributeNames

        TimeSeriesConfig.Builder groupingAttributeNames​(String... groupingAttributeNames)

        A set of columns names that can be grouped with the item identifier column to create a composite key for which a target value is predicted.

        Parameters:
        groupingAttributeNames - A set of columns names that can be grouped with the item identifier column to create a composite key for which a target value is predicted.
        Returns:
        Returns a reference to this object so that method calls can be chained together.