Interface RegressionProto.RegressionEvaluationMetricsOrBuilder (2.15.0)

Version 2.15.0

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public static interface RegressionProto.RegressionEvaluationMetricsOrBuilder extends MessageOrBuilder

Implements

MessageOrBuilder

Methods

getMeanAbsoluteError()

public abstract float getMeanAbsoluteError()

Output only. Mean Absolute Error (MAE).

float mean_absolute_error = 2;

Returns
Type	Description
float	The meanAbsoluteError.

getMeanAbsolutePercentageError()

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.

getRSquared()

public abstract float getRSquared()

Output only. R squared.

float r_squared = 4;

Returns
Type	Description
float	The rSquared.

getRootMeanSquaredError()

public abstract float getRootMeanSquaredError()

Output only. Root Mean Squared Error (RMSE).

float root_mean_squared_error = 1;

Returns
Type	Description
float	The rootMeanSquaredError.

getRootMeanSquaredLogError()

public abstract float getRootMeanSquaredLogError()

Output only. Root mean squared log error.

float root_mean_squared_log_error = 5;

Returns
Type	Description
float	The rootMeanSquaredLogError.