mlnext.score.get_threshold

mlnext.score.get_threshold(x: ndarray, *, p: float = 100) → float[source]

Returns the perc-th percentile of x.

Parameters:

  • x (np.ndarray) – Input

  • p (float) – Percentage (0-100).

Returns:

Returns the threshold at the perc-th percentile of x.

Return type:

float

Example

>>> from mlnext import get_threshold
>>> get_threshold(np.ndarray([0.0, 1.0]), p=99)
0.99