Class RegressionEvaluationMetrics (2.6.0)

Version 2.6.0

• 2.15.0 (latest)
• 2.14.1
• 2.13.5
• 2.12.0
• 2.11.4
• 2.10.1
• 2.9.0
• 2.8.3
• 2.7.3
• 2.6.0
• 2.5.2
• 2.4.2
• 2.3.0
• 2.2.0
• 2.1.0
• 2.0.0
• 1.0.3
• 0.10.0
• 0.9.0
• 0.8.0
• 0.7.1
• 0.6.0
• 0.5.0
• 0.4.0

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

Metrics for regression problems.

Attributes

Name	Description
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.