Class: Google::Apis::AiplatformV1::GoogleCloudAiplatformV1SchemaModelevaluationMetricsGeneralTextGenerationEvaluationMetrics

Inherits:

Object

• Object
• Google::Apis::AiplatformV1::GoogleCloudAiplatformV1SchemaModelevaluationMetricsGeneralTextGenerationEvaluationMetrics

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

• #bleu ⇒ Float

  BLEU (bilingual evaluation understudy) scores based on sacrebleu implementation.

• #rouge_l_sum ⇒ Float

  ROUGE-L (Longest Common Subsequence) scoring at summary level.

Instance Method Summary

• #initialize(**args) ⇒ GoogleCloudAiplatformV1SchemaModelevaluationMetricsGeneralTextGenerationEvaluationMetrics constructor

  A new instance of GoogleCloudAiplatformV1SchemaModelevaluationMetricsGeneralTextGenerationEvaluationMetrics.

• #update!(**args) ⇒ Object

  Update properties of this object.

Constructor Details

#initialize(**args) ⇒ GoogleCloudAiplatformV1SchemaModelevaluationMetricsGeneralTextGenerationEvaluationMetrics

Returns a new instance of GoogleCloudAiplatformV1SchemaModelevaluationMetricsGeneralTextGenerationEvaluationMetrics.

# File 'lib/google/apis/aiplatform_v1/classes.rb', line 23519

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

Instance Attribute Details

#bleu ⇒ Float

BLEU (bilingual evaluation understudy) scores based on sacrebleu implementation. Corresponds to the JSON property bleu

Returns:

• (Float)

# File 'lib/google/apis/aiplatform_v1/classes.rb', line 23512

def bleu
  @bleu
end

#rouge_l_sum ⇒ Float

ROUGE-L (Longest Common Subsequence) scoring at summary level. Corresponds to the JSON property rougeLSum

Returns:

• (Float)

# File 'lib/google/apis/aiplatform_v1/classes.rb', line 23517

def rouge_l_sum
  @rouge_l_sum
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object

# File 'lib/google/apis/aiplatform_v1/classes.rb', line 23524

def update!(**args)
  @bleu = args[:bleu] if args.key?(:bleu)
  @rouge_l_sum = args[:rouge_l_sum] if args.key?(:rouge_l_sum)
end