percentile_threshold¶
- percentile_threshold(y_score: ndarray, percentile: int) float[source]¶
Calculate a threshold based on a percentile of the anomaly scores.
Uses the xth-percentile of the anomaly scoring as threshold ignoring NaNs and using a linear interpolation.
- Parameters:
- y_scorenp.ndarray
Anomaly scores for each point of the time series of shape (n_instances,).
- percentileint
Percentile to use as threshold between 0 and 100.
- Returns:
- float
Threshold based on the percentile.