tapas.attacks.set_classifiers.CorrSetFeature
- class tapas.attacks.set_classifiers.CorrSetFeature
Bases:
tapas.attacks.set_classifiers.SetFeatureF_Corr set feature from Stadler et al. Compute linear correlation between features. For categorical attributes, do this after 1-hot encoding.
- __init__()
Methods
__init__()extract(datasets)Compute correlations between numeric attributes and 1-hot encoded categorical attributes.
Attributes
label- extract(datasets: list[TabularDataset]) np.array
Compute correlations between numeric attributes and 1-hot encoded categorical attributes.