Abstract Base Classes¶

The abstract base class for metric averaging.

Properties should be implemented as class attributes in derived metrics.

The compute_average method needs to be implemented

All metrics upon which this metric averaging method depends.

Constructed from the union of all Metric and AveragingMethod dependencies.

Used to generate a computation schedule, such that no metric is calculated before its dependencies.

The dependencies must match the compute_average signature.

This is checked during class definition.

The sklearn equivalent function, if applicable.

A list of all valid aliases for this metric averaging method.

Can be used when creating metric syntax strings.

Computes the average across experiment classes.