Class: Aws::SageMaker::Types::AutoMLChannel

Inherits:
Struct
  • Object
show all
Defined in:
gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb

Overview

Note:

When making an API call, you may pass AutoMLChannel data as a hash:

{
  data_source: { # required
    s3_data_source: { # required
      s3_data_type: "ManifestFile", # required, accepts ManifestFile, S3Prefix
      s3_uri: "S3Uri", # required
    },
  },
  compression_type: "None", # accepts None, Gzip
  target_attribute_name: "TargetAttributeName", # required
}

Similar to Channel. A channel is a named input source that training algorithms can consume. Refer to Channel for detailed descriptions.

Instance Attribute Summary collapse

Instance Attribute Details

#compression_typeString

You can use Gzip or None. The default value is None.

Returns:

  • (String)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 1033

class AutoMLChannel < Struct.new(
  :data_source,
  :compression_type,
  :target_attribute_name)
  include Aws::Structure
end

#data_sourceTypes::AutoMLDataSource

The data source.



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 1033

class AutoMLChannel < Struct.new(
  :data_source,
  :compression_type,
  :target_attribute_name)
  include Aws::Structure
end

#target_attribute_nameString

The name of the target variable in supervised learning, a.k.a. 'y'.

Returns:

  • (String)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 1033

class AutoMLChannel < Struct.new(
  :data_source,
  :compression_type,
  :target_attribute_name)
  include Aws::Structure
end