tapas.attacks.synthinference.sklearnDensityEstimator

class tapas.attacks.synthinference.sklearnDensityEstimator(model, label=None)

Bases: tapas.attacks.synthinference.DensityEstimator

Extends DensityEstimator to run a sklearn model on a 1-hot encoding of datasets. This is mostly intended as an internal wrapper for Tabular datasets.

__init__(model, label=None)

Methods

__init__(model[, label])
fit(dataset)
score(dataset)

Attributes

label