peppr.MedianSelector

class peppr.MedianSelector

Selector that computes the median of the values.

select(values: ndarray, smaller_is_better: bool) → float

Select the representative metric value from a set of poses.

The meaning of ‘representative’ depends on the specific Selector subclass.

ABSTRACT: Must be overridden by subclasses.

Parameters:

valuesndarray, shape=(n,), dtype=float

The metric values to select from. May contain NaN values. The values are sorted from highest to lowest confidence.

smaller_is_betterbool

Whether the smaller value is considered a better prediction.

Returns:

float

The selected value.