Class: Google::Apis::AiplatformV1::GoogleCloudAiplatformV1SchemaPredictPredictionTftFeatureImportance

Inherits:
Object
  • Object
show all
Includes:
Core::Hashable, Core::JsonObjectSupport
Defined in:
lib/google/apis/aiplatform_v1/classes.rb,
lib/google/apis/aiplatform_v1/representations.rb,
lib/google/apis/aiplatform_v1/representations.rb

Instance Attribute Summary collapse

Instance Method Summary collapse

Constructor Details

#initialize(**args) ⇒ GoogleCloudAiplatformV1SchemaPredictPredictionTftFeatureImportance

Returns a new instance of GoogleCloudAiplatformV1SchemaPredictPredictionTftFeatureImportance.



28196
28197
28198
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 28196

def initialize(**args)
   update!(**args)
end

Instance Attribute Details

#attribute_columns ⇒ Array<String>

Corresponds to the JSON property attributeColumns

Returns:

  • (Array<String>) 


28168
28169
28170
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 28168

def attribute_columns
  @attribute_columns
end

#attribute_weights ⇒ Array<Float>

Corresponds to the JSON property attributeWeights

Returns:

  • (Array<Float>) 


28173
28174
28175
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 28173

def attribute_weights
  @attribute_weights
end

#context_columns ⇒ Array<String>

Corresponds to the JSON property contextColumns

Returns:

  • (Array<String>) 


28178
28179
28180
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 28178

def context_columns
  @context_columns
end

#context_weights ⇒ Array<Float>

TFT feature importance values. Each pair for context/horizon/attribute should have the same shape since the weight corresponds to the column names. Corresponds to the JSON property contextWeights

Returns:

  • (Array<Float>) 


28184
28185
28186
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 28184

def context_weights
  @context_weights
end

#horizon_columns ⇒ Array<String>

Corresponds to the JSON property horizonColumns

Returns:

  • (Array<String>) 


28189
28190
28191
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 28189

def horizon_columns
  @horizon_columns
end

#horizon_weights ⇒ Array<Float>

Corresponds to the JSON property horizonWeights

Returns:

  • (Array<Float>) 


28194
28195
28196
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 28194

def horizon_weights
  @horizon_weights
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



28201
28202
28203
28204
28205
28206
28207
28208
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 28201

def update!(**args)
  @attribute_columns = args[:attribute_columns] if args.key?(:attribute_columns)
  @attribute_weights = args[:attribute_weights] if args.key?(:attribute_weights)
  @context_columns = args[:context_columns] if args.key?(:context_columns)
  @context_weights = args[:context_weights] if args.key?(:context_weights)
  @horizon_columns = args[:horizon_columns] if args.key?(:horizon_columns)
  @horizon_weights = args[:horizon_weights] if args.key?(:horizon_weights)
end