%0 Conference Proceedings
%T Construction of Sequential Classifier Using Confusion Matrix
%+ Department of Systems and Computer Networks
%A Burduk, Robert
%A Trajdos, Pawel
%Z Part 7: Algorithms
%< avec comité de lecture
%( Lecture Notes in Computer Science
%B 12th International Conference on Information Systems and Industrial Management (CISIM)
%C Krakow, Poland
%Y Khalid Saeed
%Y Rituparna Chaki
%Y Agostino Cortesi
%Y Sławomir Wierzchoń
%I Springer
%3 Computer Information Systems and Industrial Management
%V LNCS-8104
%P 401-407
%8 2013-09-25
%D 2013
%R 10.1007/978-3-642-40925-7_37
%K Multistage classifier
%K sequential classifier
%K confusion matrix
%Z Computer Science [cs]
%Z Humanities and Social Sciences/Library and information sciencesConference papers
%X This paper presents the problem of building the decision scheme in the multistage pattern recognition task. This task can be presented using a decision tree. This decision tree is built in the learning phase of classification. This paper proposes a split criterion based on the analysis of the confusion matrix. Specifically, we propose the division associated with an incorrect classification. The obtained results were verified on the data sets form UCI Machine Learning Repository and one real-life data set of the computer-aided medical diagnosis.
%G English
%Z TC 8
%2 https://inria.hal.science/hal-01496085/document
%2 https://inria.hal.science/hal-01496085/file/978-3-642-40925-7_37_Chapter.pdf
%L hal-01496085
%U https://inria.hal.science/hal-01496085
%~ SHS
%~ IFIP-LNCS
%~ IFIP
%~ IFIP-TC
%~ IFIP-TC8
%~ IFIP-CISIM
%~ IFIP-LNCS-8104