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Confusion Matrix-Based Building of Hierarchical Classification
2019Present 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
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Amended agreement chart for the confusion matrix
Journal of the Korean Data And Information Science Society, 2022Chong-Sun Hong, Ye-Won Choi
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Confusion plot for the confusion matrix
Journal of the Korean Data And Information Science Society, 2021openaire +1 more source
Building text hierarchical structure by using confusion matrix
2012 5th International Conference on BioMedical Engineering and Informatics, 2012There 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 ...
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Using Confusion Matrix to Substantiate Confusability of Computer Based Procedure System
2022De-Song Su, Jian-Bo Zhang, Zhi-Hui Xu
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Maximum absolute determinant of the confusion matrix
Journal of the Korean Data And Information Science Society, 2020Chong Sun Hong, Hae Rin Na
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Three-way confusion matrix for classification: A measure driven view
Information Sciences, 2020Zhangyuanjian1510484 Zhang, Duoqian Miao
exaly