WindowedF1Score

WindowedF1Score(margin=0)

F1-score for event detection, using a margin-based match criterion.

This score computes an iloc-based F1-score with margin of errog

A true event is considered a match if there is a predicted event within a margin of error, as specified by the margin parameter.

The margin is applied in iloc units, i.e., the absolute difference between the true and predicted iloc must be less or equal than the margin to be considered a match.

The default value of 0 results in only exact matches being counted.

Parameters:

marginint, optional (default=0)

Margin of error to consider a detected event as matched.