Open AccessGeneralized Ambiguity Decompositions for Classification with Applications in Active Learning and Unsupervised Ensemble Pruning
Author(s) -
Zhengshen Jiang,
Hongzhi Liu,
Bin Fu,
Zhonghai Wu
Publication year - 2017
Publication title -
proceedings of the ... aaai conference on artificial intelligence
Language(s) - English
Resource type - Journals
eISSN - 2374-3468
pISSN - 2159-5399
DOI - 10.1609/aaai.v31i1.10834
Subject(s) - ambiguity , mathematics , ensemble learning , artificial intelligence , boosting (machine learning) , exponential family , computer science , machine learning , decomposition , logistic regression , pattern recognition (psychology) , statistics , algorithm , ecology , biology , programming language