whylogs.core.model_performance_metrics.regression_metrics#

Module Contents#

Classes#

RegressionMetrics

class whylogs.core.model_performance_metrics.regression_metrics.RegressionMetrics#
add(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()#
mean_squared_error()#
root_mean_squared_error()#
merge(other)#

Merge two seperate regression metrics.

Parameters

other – regression metrics to merge with self

Returns

merged regression metrics

Return type

RegressionMetrics

to_protobuf()#

Convert to protobuf

Returns

Protobuf Message

Return type

TYPE

classmethod from_protobuf(message: whylogs.core.proto.v0.RegressionMetricsMessage)#
Parameters

message (whylogs.core.proto.v0.RegressionMetricsMessage) –