dataeval.detectors.linters.OutliersOutput¶

class dataeval.detectors.linters.OutliersOutput¶

Output class for Outliers lint detector.

issues¶

Indices of image Outliers with their associated issue type and calculated values.

Type:¶

dict[int, dict[str, float]] | list[dict[int, dict[str, float]]]

- For a single dataset, a dictionary containing the indices of outliers and

a dictionary showing the issues and calculated values for the given index.

- For multiple stats outputs, a list of dictionaries containing the indices of

outliers and their associated issues and calculated values.

meta()¶

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

Return type:¶

ExecutionMetadata

to_dataframe(labelstats)¶

Exports the outliers output results to a pandas DataFrame.

Parameters:¶

labelstats : LabelStatsOutput¶

Output of labelstats()

Return type:¶

pd.DataFrame

Notes

This method requires pandas to be installed.

to_table(labelstats)¶

Formats the outlier output results as a table.

Parameters:¶

labelstats : LabelStatsOutput¶

Output of labelstats()

Return type:¶

str