scglue.metrics.mean_average_precision

scglue.metrics.mean_average_precision(x, y, neighbor_frac=0.01, **kwargs)

Mean average precision

Parameters

• x (numpy.ndarray) – Coordinates

• y (numpy.ndarray) – Cell type labels

• neighbor_frac (float) – Nearest neighbor fraction

• **kwargs – Additional keyword arguments are passed to sklearn.neighbors.NearestNeighbors

Return type

float

Returns

map – Mean average precision