geosnap.analyze.analytics.spectral¶
-
geosnap.analyze.analytics.
spectral
(X, n_clusters, eigen_solver=None, random_state=None, n_init=10, gamma=1.0, affinity='rbf', n_neighbors=10, eigen_tol=0.0, assign_labels='kmeans', degree=3, coef0=1, kernel_params=None, n_jobs=-1, **kwargs)[source]¶ Short summary.
- Parameters
- Xarral-like
n x k attribute data
- n_clusterstype
The number of clusters to form as well as the number of centroids to generate.
- eigen_solvertype
Description of parameter eigen_solver (the default is None).
- random_statetype
Description of parameter random_state (the default is None).
- n_inittype
Description of parameter n_init (the default is 10).
- gammatype
Description of parameter gamma (the default is 1.0).
- affinitytype
Description of parameter affinity (the default is ‘rbf’).
- n_neighborstype
Description of parameter n_neighbors (the default is 10).
- eigen_toltype
Description of parameter eigen_tol (the default is 0.0).
- assign_labelstype
Description of parameter assign_labels (the default is ‘kmeans’).
- degreetype
Description of parameter degree (the default is 3).
- coef0type
Description of parameter coef0 (the default is 1).
- kernel_paramstype
Description of parameter kernel_params (the default is None).
- n_jobstype
Description of parameter n_jobs (the default is -1).
- **kwargstype
Description of parameter **kwargs.
- Returns
- model: sklearn SpectralClustering instance