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Confusion Matrix-Based Building of Hierarchical Classification

2019
Present an evaluation of methods for automatically building hierarchical classifiers from the analysis on the confusion matrix generated with flat classification. By defining a basic framework for that, we investigate the effects of different methods for transforming the confusion matrix, for computing the similarity between classes, and the choice of ...
Paulo Cavalin, Luiz Oliveira
openaire   +1 more source

Amended agreement chart for the confusion matrix

Journal of the Korean Data And Information Science Society, 2022
Chong-Sun Hong, Ye-Won Choi
openaire   +1 more source

Confusion plot for the confusion matrix

Journal of the Korean Data And Information Science Society, 2021
openaire   +1 more source

Building text hierarchical structure by using confusion matrix

2012 5th International Conference on BioMedical Engineering and Informatics, 2012
There are two strategies to build hierarchical structure of document category. One is hierarchical clustering and the other is confusion category. Based on confusion matrix of plane classifier, the paper made use of hierarchical classification to carry on experiments, and it is showed that the confusion category strategy was superior to hierarchical ...
openaire   +1 more source

Multiclass Confusion Matrix Reduction Method and Its Application on Net Promoter Score Classification Problem

Technologies, 2021
Yannis Markoulidakis   +2 more
exaly  

Comments on “MLCM: Multi-Label Confusion Matrix”

IEEE Access, 2023
Damir Krstinić   +2 more
exaly  

Maximum absolute determinant of the confusion matrix

Journal of the Korean Data And Information Science Society, 2020
Chong Sun Hong, Hae Rin Na
openaire   +1 more source

Three-way confusion matrix for classification: A measure driven view

Information Sciences, 2020
Zhangyuanjian1510484 Zhang, Duoqian Miao
exaly  

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