Class: Aws::SageMaker::Types::FeatureDefinition
- Inherits:
-
Struct
- Object
- Struct
- Aws::SageMaker::Types::FeatureDefinition
- Includes:
- Aws::Structure
- Defined in:
- lib/aws-sdk-sagemaker/types.rb
Overview
A list of features. You must include ‘FeatureName` and `FeatureType`. Valid feature `FeatureType`s are `Integral`, `Fractional` and `String`.
Constant Summary collapse
- SENSITIVE =
[]
Instance Attribute Summary collapse
-
#collection_config ⇒ Types::CollectionConfig
Configuration for your collection.
-
#collection_type ⇒ String
A grouping of elements where each element within the collection must have the same feature type (‘String`, `Integral`, or `Fractional`).
-
#feature_name ⇒ String
The name of a feature.
-
#feature_type ⇒ String
The value type of a feature.
Instance Attribute Details
#collection_config ⇒ Types::CollectionConfig
Configuration for your collection.
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# File 'lib/aws-sdk-sagemaker/types.rb', line 20404 class FeatureDefinition < Struct.new( :feature_name, :feature_type, :collection_type, :collection_config) SENSITIVE = [] include Aws::Structure end |
#collection_type ⇒ String
A grouping of elements where each element within the collection must have the same feature type (‘String`, `Integral`, or `Fractional`).
-
‘List`: An ordered collection of elements.
-
‘Set`: An unordered collection of unique elements.
-
‘Vector`: A specialized list that represents a fixed-size array of elements. The vector dimension is determined by you. Must have elements with fractional feature types.
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# File 'lib/aws-sdk-sagemaker/types.rb', line 20404 class FeatureDefinition < Struct.new( :feature_name, :feature_type, :collection_type, :collection_config) SENSITIVE = [] include Aws::Structure end |
#feature_name ⇒ String
The name of a feature. The type must be a string. ‘FeatureName` cannot be any of the following: `is_deleted`, `write_time`, `api_invocation_time`.
The name:
-
Must start with an alphanumeric character.
-
Can only include alphanumeric characters, underscores, and hyphens. Spaces are not allowed.
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# File 'lib/aws-sdk-sagemaker/types.rb', line 20404 class FeatureDefinition < Struct.new( :feature_name, :feature_type, :collection_type, :collection_config) SENSITIVE = [] include Aws::Structure end |
#feature_type ⇒ String
The value type of a feature. Valid values are Integral, Fractional, or String.
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# File 'lib/aws-sdk-sagemaker/types.rb', line 20404 class FeatureDefinition < Struct.new( :feature_name, :feature_type, :collection_type, :collection_config) SENSITIVE = [] include Aws::Structure end |