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

Inherits:
Object
  • Object
show all
Defined in:
lib/google/cloud/automl/v1beta1/doc/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 'lib/google/cloud/automl/v1beta1/doc/google/cloud/automl/v1beta1/regression.rb', line 37

class RegressionEvaluationMetrics; 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.



37
 
# File 'lib/google/cloud/automl/v1beta1/doc/google/cloud/automl/v1beta1/regression.rb', line 37

class RegressionEvaluationMetrics; end

#r_squared ⇒ Float

Returns Output only. R squared.

Returns:

  • (Float) —

    Output only. R squared.



37
 
# File 'lib/google/cloud/automl/v1beta1/doc/google/cloud/automl/v1beta1/regression.rb', line 37

class RegressionEvaluationMetrics; end

#root_mean_squared_error ⇒ Float

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

Returns:

  • (Float) —

    Output only. Root Mean Squared Error (RMSE).



37
 
# File 'lib/google/cloud/automl/v1beta1/doc/google/cloud/automl/v1beta1/regression.rb', line 37

class RegressionEvaluationMetrics; end

#root_mean_squared_log_error ⇒ Float

Returns Output only. Root mean squared log error.

Returns:

  • (Float) —

    Output only. Root mean squared log error.



37
 
# File 'lib/google/cloud/automl/v1beta1/doc/google/cloud/automl/v1beta1/regression.rb', line 37

class RegressionEvaluationMetrics; end