/set_valued

Primary LanguageJupyter Notebook

Description

Experiments for the paper ``Minimax semi-supervised set-valued approach to multi-class classification''

set_valued.py contains the post-processing algorithm that transforms any base learner that has predict_proba() method into set-valued classifier with controlled expecte size.

Bibentry

@article{Chzhen_Denis_Hebiri19,
  TITLE = {Minimax semi-supervised set-valued approach to multi-class classification},
  AUTHOR = {Chzhen, E. and Denis, C. and Hebiri, M.},
  YEAR = {2021},
  journal = {Bernoulli}
}