dataeval.detectors.linters.ClustererOutput#

class dataeval.detectors.linters.ClustererOutput#

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]]