asreview.models.query.UncertaintyQuery

class asreview.models.query.UncertaintyQuery[source]

Uncertainty query strategy (uncertainty).

Choose the most uncertain samples according to the model (i.e. closest to 0.5 probability). Doesn’t work very well in the case of LSTM’s, since the probabilities are rather arbitrary.

Attributes

`default_param`	Get the default parameters of the model.
`label`
`name`
`param`	Get the (assigned) parameters of the model.

Methods

`full_hyper_space`()
`hyper_space`()
`query`(X, classifier[, n_instances])	Query method for strategies which use class probabilities.