Cloud AutoML V1beta1 API - Class Google::Cloud::AutoML::V1beta1::RegressionEvaluationMetrics (v0.12.0)

Reference documentation and code samples for the Cloud AutoML V1beta1 API class Google::Cloud::AutoML::V1beta1::RegressionEvaluationMetrics.

Metrics for regression problems.

Inherits

  • Object

Extended By

  • Google::Protobuf::MessageExts::ClassMethods

Includes

  • Google::Protobuf::MessageExts

Methods

#mean_absolute_error

def mean_absolute_error() -> ::Float
Returns
  • (::Float) — Output only. Mean Absolute Error (MAE).

#mean_absolute_error=

def mean_absolute_error=(value) -> ::Float
Parameter
  • value (::Float) — Output only. Mean Absolute Error (MAE).
Returns
  • (::Float) — Output only. Mean Absolute Error (MAE).

#mean_absolute_percentage_error

def mean_absolute_percentage_error() -> ::Float
Returns
  • (::Float) — Output only. Mean absolute percentage error. Only set if all ground truth values are are positive.

#mean_absolute_percentage_error=

def mean_absolute_percentage_error=(value) -> ::Float
Parameter
  • value (::Float) — 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.

#r_squared

def r_squared() -> ::Float
Returns
  • (::Float) — Output only. R squared.

#r_squared=

def r_squared=(value) -> ::Float
Parameter
  • value (::Float) — Output only. R squared.
Returns
  • (::Float) — Output only. R squared.

#root_mean_squared_error

def root_mean_squared_error() -> ::Float
Returns
  • (::Float) — Output only. Root Mean Squared Error (RMSE).

#root_mean_squared_error=

def root_mean_squared_error=(value) -> ::Float
Parameter
  • value (::Float) — Output only. Root Mean Squared Error (RMSE).
Returns
  • (::Float) — Output only. Root Mean Squared Error (RMSE).

#root_mean_squared_log_error

def root_mean_squared_log_error() -> ::Float
Returns
  • (::Float) — Output only. Root mean squared log error.

#root_mean_squared_log_error=

def root_mean_squared_log_error=(value) -> ::Float
Parameter
  • value (::Float) — Output only. Root mean squared log error.
Returns
  • (::Float) — Output only. Root mean squared log error.