geosnap.analyze.analytics.affinity_propagation¶
-
geosnap.analyze.analytics.
affinity_propagation
(X, damping=0.8, preference=-1000, max_iter=500, convergence_iter=15, copy=True, affinity='euclidean', verbose=False, **kwargs)[source]¶ Clustering with Affinity Propagation.
- Parameters
- Xarray_like
n x k attribute data
- preferencearray_like, shape (n_samples,) or
float
, optional, default:None
The preference parameter passed to scikit-learn’s affinity propagation algorithm
- damping
float
, optional, default: 0.8 The damping parameter passed to scikit-learn’s affinity propagation algorithm
- max_iter
int
, optional, default: 1000 Maximum number of iterations
- Returns
- fitted cluster instance
sklearn.cluster.AffinityPropagation
- fitted cluster instance