dataeval.core.ClusterResult¶

class dataeval.core.ClusterResult¶

Type definition for cluster output.

clusters¶

Assigned clusters

Type:¶

NDArray[np.int64]

mst¶

The minimum spanning tree of the data

Type:¶

NDArray[np.float32]

linkage_tree¶

The linkage array of the data

Type:¶

NDArray[np.float32]

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.int64]

k_distances¶

Array representing the lengths to points

Type:¶

NDArray[np.float32]