scglue.metrics.foscttm¶

scglue.metrics.foscttm(x, y, **kwargs)[source]¶

Fraction of samples closer than true match (smaller is better)

Parameters

x (ndarray) – Coordinates for samples in domain X
y (ndarray) – Coordinates for samples in domain y
**kwargs – Additional keyword arguments are passed to scipy.spatial.distance_matrix()

Return type

Tuple[ndarray, ndarray]

Returns

foscttm_x, foscttm_y – FOSCTTM for samples in domain X and Y, respectively

Note

Samples in domain X and Y should be paired and given in the same order