Class: Google::Cloud::AutoML::V1::TextSentimentEvaluationMetrics
- Inherits:
-
Object
- Object
- Google::Cloud::AutoML::V1::TextSentimentEvaluationMetrics
- Extended by:
- Protobuf::MessageExts::ClassMethods
- Includes:
- Protobuf::MessageExts
- Defined in:
- proto_docs/google/cloud/automl/v1/text_sentiment.rb
Overview
Model evaluation metrics for text sentiment problems.
Instance Attribute Summary collapse
-
#confusion_matrix ⇒ ::Google::Cloud::AutoML::V1::ClassificationEvaluationMetrics::ConfusionMatrix
Output only.
-
#f1_score ⇒ ::Float
Output only.
-
#linear_kappa ⇒ ::Float
Output only.
-
#mean_absolute_error ⇒ ::Float
Output only.
-
#mean_squared_error ⇒ ::Float
Output only.
-
#precision ⇒ ::Float
Output only.
-
#quadratic_kappa ⇒ ::Float
Output only.
-
#recall ⇒ ::Float
Output only.
Instance Attribute Details
#confusion_matrix ⇒ ::Google::Cloud::AutoML::V1::ClassificationEvaluationMetrics::ConfusionMatrix
Returns Output only. Confusion matrix of the evaluation. Only set for the overall model evaluation, not for evaluation of a single annotation spec.
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# File 'proto_docs/google/cloud/automl/v1/text_sentiment.rb', line 75 class TextSentimentEvaluationMetrics include ::Google::Protobuf::MessageExts extend ::Google::Protobuf::MessageExts::ClassMethods end |
#f1_score ⇒ ::Float
Returns Output only. The harmonic mean of recall and precision.
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# File 'proto_docs/google/cloud/automl/v1/text_sentiment.rb', line 75 class TextSentimentEvaluationMetrics include ::Google::Protobuf::MessageExts extend ::Google::Protobuf::MessageExts::ClassMethods end |
#linear_kappa ⇒ ::Float
Returns Output only. Linear weighted kappa. Only set for the overall model evaluation, not for evaluation of a single annotation spec.
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# File 'proto_docs/google/cloud/automl/v1/text_sentiment.rb', line 75 class TextSentimentEvaluationMetrics include ::Google::Protobuf::MessageExts extend ::Google::Protobuf::MessageExts::ClassMethods end |
#mean_absolute_error ⇒ ::Float
Returns Output only. Mean absolute error. Only set for the overall model evaluation, not for evaluation of a single annotation spec.
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# File 'proto_docs/google/cloud/automl/v1/text_sentiment.rb', line 75 class TextSentimentEvaluationMetrics include ::Google::Protobuf::MessageExts extend ::Google::Protobuf::MessageExts::ClassMethods end |
#mean_squared_error ⇒ ::Float
Returns Output only. Mean squared error. Only set for the overall model evaluation, not for evaluation of a single annotation spec.
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# File 'proto_docs/google/cloud/automl/v1/text_sentiment.rb', line 75 class TextSentimentEvaluationMetrics include ::Google::Protobuf::MessageExts extend ::Google::Protobuf::MessageExts::ClassMethods end |
#precision ⇒ ::Float
Returns Output only. Precision.
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# File 'proto_docs/google/cloud/automl/v1/text_sentiment.rb', line 75 class TextSentimentEvaluationMetrics include ::Google::Protobuf::MessageExts extend ::Google::Protobuf::MessageExts::ClassMethods end |
#quadratic_kappa ⇒ ::Float
Returns Output only. Quadratic weighted kappa. Only set for the overall model evaluation, not for evaluation of a single annotation spec.
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# File 'proto_docs/google/cloud/automl/v1/text_sentiment.rb', line 75 class TextSentimentEvaluationMetrics include ::Google::Protobuf::MessageExts extend ::Google::Protobuf::MessageExts::ClassMethods end |
#recall ⇒ ::Float
Returns Output only. Recall.
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# File 'proto_docs/google/cloud/automl/v1/text_sentiment.rb', line 75 class TextSentimentEvaluationMetrics include ::Google::Protobuf::MessageExts extend ::Google::Protobuf::MessageExts::ClassMethods end |