Class: Google::Cloud::AutoML::V1beta1::RegressionEvaluationMetrics

Inherits:
Object
  • Object
show all
Extended by:
Protobuf::MessageExts::ClassMethods
Includes:
Protobuf::MessageExts
Defined in:
proto_docs/google/cloud/automl/v1beta1/regression.rb

Overview

Metrics for regression problems.

Instance Attribute Summary collapse

Instance Attribute Details

#mean_absolute_error ⇒ ::Float

Returns Output only. Mean Absolute Error (MAE).

Returns:

  • (::Float) —

    Output only. Mean Absolute Error (MAE).



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# File 'proto_docs/google/cloud/automl/v1beta1/regression.rb', line 41

class RegressionEvaluationMetrics
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods
end

#mean_absolute_percentage_error ⇒ ::Float

Returns Output only. Mean absolute percentage error. Only set if all ground truth values are are positive.

Returns:

  • (::Float) —

    Output only. Mean absolute percentage error. Only set if all ground truth values are are positive.



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# File 'proto_docs/google/cloud/automl/v1beta1/regression.rb', line 41

class RegressionEvaluationMetrics
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods
end

#r_squared ⇒ ::Float

Returns Output only. R squared.

Returns:

  • (::Float) —

    Output only. R squared.



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# File 'proto_docs/google/cloud/automl/v1beta1/regression.rb', line 41

class RegressionEvaluationMetrics
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods
end

#root_mean_squared_error ⇒ ::Float

Returns Output only. Root Mean Squared Error (RMSE).

Returns:

  • (::Float) —

    Output only. Root Mean Squared Error (RMSE).



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# File 'proto_docs/google/cloud/automl/v1beta1/regression.rb', line 41

class RegressionEvaluationMetrics
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods
end

#root_mean_squared_log_error ⇒ ::Float

Returns Output only. Root mean squared log error.

Returns:

  • (::Float) —

    Output only. Root mean squared log error.



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# File 'proto_docs/google/cloud/automl/v1beta1/regression.rb', line 41

class RegressionEvaluationMetrics
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods
end