Class: Google::Apis::AiplatformV1::GoogleCloudAiplatformV1Metric

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

The metric used for dataset level evaluation.

Instance Attribute Summary collapse

Instance Method Summary collapse

Constructor Details

#initialize(**args) ⇒ GoogleCloudAiplatformV1Metric

Returns a new instance of GoogleCloudAiplatformV1Metric.



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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 15677

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

Instance Attribute Details

#aggregation_metrics ⇒ Array<String>

Optional. The aggregation metrics to use. Corresponds to the JSON property aggregationMetrics

Returns:

  • (Array<String>) 


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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 15647

def aggregation_metrics
  @aggregation_metrics
end

#bleu_spec ⇒ Google::Apis::AiplatformV1::GoogleCloudAiplatformV1BleuSpec

Spec for bleu score metric - calculates the precision of n-grams in the prediction as compared to reference - returns a score ranging between 0 to 1. Corresponds to the JSON property bleuSpec

Returns:



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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 15653

def bleu_spec
  @bleu_spec
end

#exact_match_spec ⇒ Google::Apis::AiplatformV1::GoogleCloudAiplatformV1ExactMatchSpec

Spec for exact match metric - returns 1 if prediction and reference exactly matches, otherwise 0. Corresponds to the JSON property exactMatchSpec

Returns:



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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 15659

def exact_match_spec
  @exact_match_spec
end

#pairwise_metric_spec ⇒ Google::Apis::AiplatformV1::GoogleCloudAiplatformV1PairwiseMetricSpec

Spec for pairwise metric. Corresponds to the JSON property pairwiseMetricSpec

Returns:



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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 15664

def pairwise_metric_spec
  @pairwise_metric_spec
end

#pointwise_metric_spec ⇒ Google::Apis::AiplatformV1::GoogleCloudAiplatformV1PointwiseMetricSpec

Spec for pointwise metric. Corresponds to the JSON property pointwiseMetricSpec

Returns:



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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 15669

def pointwise_metric_spec
  @pointwise_metric_spec
end

#rouge_spec ⇒ Google::Apis::AiplatformV1::GoogleCloudAiplatformV1RougeSpec

Spec for rouge score metric - calculates the recall of n-grams in prediction as compared to reference - returns a score ranging between 0 and 1. Corresponds to the JSON property rougeSpec

Returns:



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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 15675

def rouge_spec
  @rouge_spec
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 15682

def update!(**args)
  @aggregation_metrics = args[:aggregation_metrics] if args.key?(:aggregation_metrics)
  @bleu_spec = args[:bleu_spec] if args.key?(:bleu_spec)
  @exact_match_spec = args[:exact_match_spec] if args.key?(:exact_match_spec)
  @pairwise_metric_spec = args[:pairwise_metric_spec] if args.key?(:pairwise_metric_spec)
  @pointwise_metric_spec = args[:pointwise_metric_spec] if args.key?(:pointwise_metric_spec)
  @rouge_spec = args[:rouge_spec] if args.key?(:rouge_spec)
end