Class: Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1SchemaPredictPredictionTimeSeriesForecastingPredictionResult

Inherits:
Object
  • Object
show all
Includes:
Core::Hashable, Core::JsonObjectSupport
Defined in:
lib/google/apis/aiplatform_v1beta1/classes.rb,
lib/google/apis/aiplatform_v1beta1/representations.rb,
lib/google/apis/aiplatform_v1beta1/representations.rb

Overview

Prediction output format for Time Series Forecasting.

Instance Attribute Summary collapse

Instance Method Summary collapse

Constructor Details

#initialize(**args) ⇒ GoogleCloudAiplatformV1beta1SchemaPredictPredictionTimeSeriesForecastingPredictionResult

Returns a new instance of GoogleCloudAiplatformV1beta1SchemaPredictPredictionTimeSeriesForecastingPredictionResult.



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# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 19347

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>) 


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# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 19330

def quantile_predictions
  @quantile_predictions
end

#quantile_values ⇒ Array<Float>

Quantile values. Corresponds to the JSON property quantileValues

Returns:

  • (Array<Float>) 


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# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 19335

def quantile_values
  @quantile_values
end

#tft_feature_importance ⇒ Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1SchemaPredictPredictionTftFeatureImportance

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

Returns:



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# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 19340

def tft_feature_importance
  @tft_feature_importance
end

#value ⇒ Float

The regression value. Corresponds to the JSON property value

Returns:

  • (Float) 


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# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 19345

def value
  @value
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



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# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 19352

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