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]]