asreview.models.query.MaxRandomQuery

class asreview.models.query.MaxRandomQuery(mix_ratio=0.95, random_state=None, **kwargs)

Mixed (95% Maximum and 5% Random) query strategy (max_random).

A mix of maximum and random query strategies with a mix ratio of 0.95. At each query 95% of the instances would be sampled with the maximum query strategy after which the remaining 5% would be sampled with the random query strategy.

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 new instances.