regression

MaxError

Bases: OfflineMetric

Max error regression loss.

As defined by scikit-learn.

MeanAbsoluteError

Bases: OfflineMetric

Mean absolute error (MAE) regression loss.

As defined by scikit-learn.

MeanAbsolutePercentageError

Bases: OfflineMetric

Mean absolute percentage error (MAPE) regression loss.

As defined by scikit-learn.

MeanSquaredError

Bases: OfflineMetric

Mean squared error (MSE) regression loss.

As defined by scikit-learn.

R2Score

Bases: OfflineMetric

R^2 (coefficient of determination) regression score.

As defined by scikit-learn.