Interface DatasetInputDataConfig

Specifies the format and location of the input data for the dataset.

interface DatasetInputDataConfig {
    AugmentedManifests?: DatasetAugmentedManifestsListItem[];
    DataFormat?: DatasetDataFormat;
    DocumentClassifierInputDataConfig?: DatasetDocumentClassifierInputDataConfig;
    EntityRecognizerInputDataConfig?: DatasetEntityRecognizerInputDataConfig;
}

Properties

AugmentedManifests? DataFormat? DocumentClassifierInputDataConfig? EntityRecognizerInputDataConfig?

Properties

Optional AugmentedManifests

AugmentedManifests?: DatasetAugmentedManifestsListItem[]

A list of augmented manifest files that provide training data for your custom model. An augmented manifest file is a labeled dataset that is produced by Amazon SageMaker Ground Truth.

Optional DataFormat

DataFormat?: DatasetDataFormat

COMPREHEND_CSV: The data format is a two-column CSV file, where the first column contains labels and the second column contains documents.

AUGMENTED_MANIFEST: The data format

Optional DocumentClassifierInputDataConfig

DocumentClassifierInputDataConfig?: DatasetDocumentClassifierInputDataConfig

The input properties for training a document classifier model.

For more information on how the input file is formatted, see Preparing training data in the Comprehend Developer Guide.

Optional EntityRecognizerInputDataConfig

EntityRecognizerInputDataConfig?: DatasetEntityRecognizerInputDataConfig

The input properties for training an entity recognizer model.

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