Class RegressionEvaluationMetrics (2.7.3)

RegressionEvaluationMetrics(mapping=None, *, ignore_unknown_fields=False, **kwargs)

Metrics for regression problems.

Attributes

NameDescription
root_mean_squared_error float
Output only. Root Mean Squared Error (RMSE).
mean_absolute_error float
Output only. Mean Absolute Error (MAE).
mean_absolute_percentage_error float
Output only. Mean absolute percentage error. Only set if all ground truth values are are positive.
r_squared float
Output only. R squared.
root_mean_squared_log_error float
Output only. Root mean squared log error.

Inheritance

builtins.object > proto.message.Message > RegressionEvaluationMetrics