Class: Google::Apis::AiplatformV1::GoogleCloudAiplatformV1SchemaPredictPredictionTimeSeriesForecastingPredictionResult

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 Time Series Forecasting.

Instance Attribute Summary collapse

Instance Method Summary collapse

Constructor Details

#initialize(**args) ⇒ GoogleCloudAiplatformV1SchemaPredictPredictionTimeSeriesForecastingPredictionResult

Returns a new instance of GoogleCloudAiplatformV1SchemaPredictPredictionTimeSeriesForecastingPredictionResult.



29924
29925
29926
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 29924

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

Instance Attribute Details

#quantile_predictions ⇒ Array<Float>

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

Returns:

  • (Array<Float>) 


29907
29908
29909
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 29907

def quantile_predictions
  @quantile_predictions
end

#quantile_values ⇒ Array<Float>

Quantile values. Corresponds to the JSON property quantileValues

Returns:

  • (Array<Float>) 


29912
29913
29914
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 29912

def quantile_values
  @quantile_values
end

#tft_feature_importance ⇒ Google::Apis::AiplatformV1::GoogleCloudAiplatformV1SchemaPredictPredictionTftFeatureImportance

Only use these if TFt is enabled. Corresponds to the JSON property tftFeatureImportance

Returns:



29917
29918
29919
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 29917

def tft_feature_importance
  @tft_feature_importance
end

#value ⇒ Float

The regression value. Corresponds to the JSON property value

Returns:

  • (Float) 


29922
29923
29924
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 29922

def value
  @value
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



29929
29930
29931
29932
29933
29934
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 29929

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