Class: Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1SchemaPredictPredictionTabularClassificationPredictionResult

Inherits:

Object

• Object
• Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1SchemaPredictPredictionTabularClassificationPredictionResult

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 Tabular Classification.

Instance Attribute Summary

• #classes ⇒ Array<String>

  The name of the classes being classified, contains all possible values of the target column.

• #scores ⇒ Array<Float>

  The model's confidence in each class being correct, higher value means higher confidence.

Instance Method Summary

• #initialize(**args) ⇒ GoogleCloudAiplatformV1beta1SchemaPredictPredictionTabularClassificationPredictionResult constructor

  A new instance of GoogleCloudAiplatformV1beta1SchemaPredictPredictionTabularClassificationPredictionResult.

• #update!(**args) ⇒ Object

  Update properties of this object.

Constructor Details

#initialize(**args) ⇒ GoogleCloudAiplatformV1beta1SchemaPredictPredictionTabularClassificationPredictionResult

Returns a new instance of GoogleCloudAiplatformV1beta1SchemaPredictPredictionTabularClassificationPredictionResult.

# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 19146

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

Instance Attribute Details

#classes ⇒ Array<String>

The name of the classes being classified, contains all possible values of the target column. Corresponds to the JSON property classes

Returns:

• (Array<String>)

# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 19138

def classes
  @classes
end

#scores ⇒ Array<Float>

The model's confidence in each class being correct, higher value means higher confidence. The N-th score corresponds to the N-th class in classes. Corresponds to the JSON property scores

Returns:

• (Array<Float>)

# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 19144

def scores
  @scores
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object

# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 19151

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