sinfonia.metrics.mean_average_precision¶
- sinfonia.metrics.mean_average_precision(embedding, labels, n_neighbors=30, **kwargs)¶
Evaluate mean average precision.
- Return type
float- Parameters
embedding – Low-dimensional representation of spots.
labels – Ground-truth domain labels.
n_neighbors – Number of nearest neighbors used to evaluate mean average precision. By default, n_neighbors=30.
**kwargs – Additional keyword arguments are passed to
sklearn.neighbors.NearestNeighbors
- Returns
Mean average precision.
- Return type
map