Informative Label Missingness in Multiclass Classification Information Geometry and Excess Risk

Fariborz Setoudehtazang, Geoffrey J. McLachlan

Informative label missingness can change the usual efficiency ordering between completely and partially labelled classifiers because the pattern of missing labels may itself carry…