Interface TrainingDataConfig.Builder

All Superinterfaces:
Buildable, CopyableBuilder<TrainingDataConfig.Builder,TrainingDataConfig>, SdkBuilder<TrainingDataConfig.Builder,TrainingDataConfig>, SdkPojo
Enclosing class:
TrainingDataConfig
@Mutable @NotThreadSafe public static interface TrainingDataConfig.Builder extends SdkPojo, CopyableBuilder<TrainingDataConfig.Builder,TrainingDataConfig>

  • Method Details

    • excludedDatasetColumns

      TrainingDataConfig.Builder excludedDatasetColumns(Map<String,? extends Collection<String>> excludedDatasetColumns)

      Specifies the columns to exclude from training. Each key is a dataset type, and each value is a list of columns. Exclude columns to control what data Amazon Personalize uses to generate recommendations.

      For example, you might have a column that you want to use only to filter recommendations. You can exclude this column from training and Amazon Personalize considers it only when filtering.

      Parameters:
      excludedDatasetColumns - Specifies the columns to exclude from training. Each key is a dataset type, and each value is a list of columns. Exclude columns to control what data Amazon Personalize uses to generate recommendations.

      For example, you might have a column that you want to use only to filter recommendations. You can exclude this column from training and Amazon Personalize considers it only when filtering.

      Returns:
      Returns a reference to this object so that method calls can be chained together.

    • includedDatasetColumns

      TrainingDataConfig.Builder includedDatasetColumns(Map<String,? extends Collection<String>> includedDatasetColumns)

      A map that specifies which columns to include from each dataset during training. The map can contain up to 3 entries, where each key is a dataset name (maximum length of 256 characters, must contain only letters and underscores) and each value is an array of up to 50 column names. Column names can be up to 150 characters long, must start with a letter or underscore, and can contain only letters, numbers, and underscores.

      Parameters:
      includedDatasetColumns - A map that specifies which columns to include from each dataset during training. The map can contain up to 3 entries, where each key is a dataset name (maximum length of 256 characters, must contain only letters and underscores) and each value is an array of up to 50 column names. Column names can be up to 150 characters long, must start with a letter or underscore, and can contain only letters, numbers, and underscores.
      Returns:
      Returns a reference to this object so that method calls can be chained together.