whylogs.core.metrics.regression_metrics¶
Module Contents¶
Classes¶
Attributes¶
- whylogs.core.metrics.regression_metrics.SUPPORTED_TYPES = regression¶
- class whylogs.core.metrics.regression_metrics.RegressionMetrics(prediction_field: str = None, target_field: str = None)¶
- add(self, predictions: List[float], targets: List[float])¶
Function adds predictions and targets computation of regression metrics.
- Parameters
predictions (List[float]) –
targets (List[float]) –
- mean_absolute_error(self)¶
- mean_squared_error(self)¶
- root_mean_squared_error(self)¶
- merge(self, other)¶
Merge two seperate confusion matrix which may or may not overlap in labels.
- Parameters
other – regression metrics to merge with self
- Returns
merged regression metrics
- Return type
- to_protobuf(self)¶
Convert to protobuf
- Returns
Protobuf Message
- Return type
TYPE
- classmethod from_protobuf(cls, message: whylogs.proto.RegressionMetricsMessage)¶