Interface RegressionProto.RegressionEvaluationMetricsOrBuilder (2.17.0)

public static interface RegressionProto.RegressionEvaluationMetricsOrBuilder extends MessageOrBuilder

Implements

public abstract float getMeanAbsoluteError()

Output only. Mean Absolute Error (MAE).

float mean_absolute_error = 2;

Returns
Type	Description
`float`	The meanAbsoluteError.

public abstract float getMeanAbsolutePercentageError()

Output only. Mean absolute percentage error. Only set if all ground truth values are are positive.

float mean_absolute_percentage_error = 3;

Returns
Type	Description
`float`	The meanAbsolutePercentageError.

public abstract float getRSquared()

Output only. R squared.

float r_squared = 4;

Returns
Type	Description
`float`	The rSquared.

public abstract float getRootMeanSquaredError()

Output only. Root Mean Squared Error (RMSE).

float root_mean_squared_error = 1;

Returns
Type	Description
`float`	The rootMeanSquaredError.

public abstract float getRootMeanSquaredLogError()

Output only. Root mean squared log error.

float root_mean_squared_log_error = 5;

Returns
Type	Description
`float`	The rootMeanSquaredLogError.