RegressorMetric

Bases: Enum

An Enum of possible Metrics for a Regressor.

Attributes:

Name	Type	Description
COEFFICIENT_OF_DETERMINATION
MEAN_ABSOLUTE_ERROR
MEAN_SQUARED_ERROR
MEDIAN_ABSOLUTE_DEVIATION

Source code in src/safeds/ml/metrics/_regressor_metric.py

class RegressorMetric(Enum):
    """An Enum of possible Metrics for a Regressor."""

    MEAN_SQUARED_ERROR = "mean_squared_error"
    MEAN_ABSOLUTE_ERROR = "mean_absolute_error"
    MEDIAN_ABSOLUTE_DEVIATION = "median_absolute_deviation"
    COEFFICIENT_OF_DETERMINATION = "coefficient_of_determination"

COEFFICIENT_OF_DETERMINATION = 'coefficient_of_determination'

MEAN_ABSOLUTE_ERROR = 'mean_absolute_error'

MEAN_SQUARED_ERROR = 'mean_squared_error'

MEDIAN_ABSOLUTE_DEVIATION = 'median_absolute_deviation'