dataeval.outputs.ClustererOutput¶

class dataeval.outputs.ClustererOutput¶

Output class for clusterer().

clusters¶

Assigned clusters

mst¶

The minimum spanning tree of the data

linkage_tree¶

The linkage array of the data

condensed_tree¶

The condensed tree of the data

membership_strengths¶

The strength of the data point belonging to the assigned cluster

data()¶

The output data as a dictionary.

find_duplicates()¶

Finds duplicate and near duplicate data based on cluster average distance

Returns:¶: The exact duplicates and near duplicates as lists of related indices
Return type:¶: Tuple[List[List[int]], List[List[int]]]

find_outliers()¶

Retrieves Outliers based on when the sample was added to the cluster and how far it was from the cluster when it was added

meta()¶

Metadata about the execution of the function or method for the Output class.