Class: Google::Apis::AiplatformV1::GoogleCloudAiplatformV1SchemaPredictPredictionTabularRegressionPredictionResult

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

Overview

Prediction output format for Tabular Regression.

Instance Attribute Summary collapse

Instance Method Summary collapse

Constructor Details

#initialize(**args) ⇒ GoogleCloudAiplatformV1SchemaPredictPredictionTabularRegressionPredictionResult

Returns a new instance of GoogleCloudAiplatformV1SchemaPredictPredictionTabularRegressionPredictionResult.



37472
37473
37474
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 37472

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

Instance Attribute Details

#lower_bound ⇒ Float

The lower bound of the prediction interval. Corresponds to the JSON property lowerBound

Returns:

  • (Float) 


37450
37451
37452
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 37450

def lower_bound
  @lower_bound
end

#quantile_predictions ⇒ Array<Float>

Quantile predictions, in 1-1 correspondence with quantile_values. Corresponds to the JSON property quantilePredictions

Returns:

  • (Array<Float>) 


37455
37456
37457
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 37455

def quantile_predictions
  @quantile_predictions
end

#quantile_values ⇒ Array<Float>

Quantile values. Corresponds to the JSON property quantileValues

Returns:

  • (Array<Float>) 


37460
37461
37462
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 37460

def quantile_values
  @quantile_values
end

#upper_bound ⇒ Float

The upper bound of the prediction interval. Corresponds to the JSON property upperBound

Returns:

  • (Float) 


37465
37466
37467
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 37465

def upper_bound
  @upper_bound
end

#value ⇒ Float

The regression value. Corresponds to the JSON property value

Returns:

  • (Float) 


37470
37471
37472
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 37470

def value
  @value
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



37477
37478
37479
37480
37481
37482
37483
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 37477

def update!(**args)
  @lower_bound = args[:lower_bound] if args.key?(:lower_bound)
  @quantile_predictions = args[:quantile_predictions] if args.key?(:quantile_predictions)
  @quantile_values = args[:quantile_values] if args.key?(:quantile_values)
  @upper_bound = args[:upper_bound] if args.key?(:upper_bound)
  @value = args[:value] if args.key?(:value)
end