regression_metrics

Table of Contents#


sidebar_label: regression_metrics

title: whylogs.core.metrics.regression_metrics#

RegressionMetrics Objects#

class RegressionMetrics()

add#

| add(predictions: List[float], targets: List[float])

Function adds predictions and targets computation of regression metrics.

Arguments:

predictions (List[float]): targets (List[float]):

Raises:

  • NotImplementedError - in case targets do not fall into continuous support
  • ValueError - incase missing validation or predictions

merge#

| merge(other)

Merge two seperate confusion matrix which may or may not overlap in labels.

Arguments:

other : regression metrics to merge with self

Returns:

  • RegressionMetrics - merged regression metrics

to_protobuf#

| to_protobuf()

Convert to protobuf

Returns:

  • TYPE - Protobuf Message
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