ClustererOutput

class dataeval.detectors.linters.ClustererOutput(outliers: list[int], potential_outliers: list[int], duplicates: list[list[int]], potential_duplicates: list[list[int]])

Output class for Clusterer lint detector

outliers

Indices that do not fall within a cluster

Type:

List[int]

potential_outliers

Indices which are near the border between belonging in the cluster and being an outlier

Type:

List[int]

duplicates

Groups of indices that are exact duplicates

Type:

List[List[int]]

potential_duplicates

Groups of indices which are not exact but closely related data points

Type:

List[List[int]]