dataeval.outputs.MetadataDistanceOutput¶

class dataeval.outputs.MetadataDistanceOutput(data)¶

Output class for results of ks_2samp featurewise comparisons of new metadata to reference metadata.

Parameters:¶

data : collections.abc.Mapping[TKey, TValue]¶

key¶

Metadata feature names

Type:¶

str

value¶

Output per feature name containing the statistic, statistic location, distance, and pvalue.

Type:¶

MetadataDistanceValues

data()¶

The output data as a collection.

Return type:¶

Collection

get(key, default=None)¶

D.get(k[,d]) -> D[k] if k in D, else d. d defaults to None.

items()¶

D.items() -> a set-like object providing a view on D’s items

keys()¶

D.keys() -> a set-like object providing a view on D’s keys

meta()¶

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

Return type:¶

ExecutionMetadata

values()¶

D.values() -> an object providing a view on D’s values