Class RegressionEvaluationMetrics (2.8.3)

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

Metrics for regression problems.


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.


builtins.object > proto.message.Message > RegressionEvaluationMetrics