dataeval.types.ClusterData¶

class dataeval.types.ClusterData¶

Cluster output data structure.

clusters¶

Assigned clusters

Type:¶

NDArray[np.intp]

mst¶

The minimum spanning tree of the data

Type:¶

NDArray[np.float32]

linkage_tree¶

The linkage array of the data

Type:¶

NDArray[np.float32]

condensed_tree¶

The condensed tree of the data

Type:¶

CondensedTree

membership_strengths¶

The strength of the data point belonging to the assigned cluster

Type:¶

NDArray[np.float32]

k_neighbors¶

Indices of the nearest points in the population matrix.

Type:¶

NDArray[np.int32]

k_distances¶

Array representing the lengths to points.

Type:¶

NDArray[np.float32]