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- W2902234447 abstract "In this paper, we describe an approach to the multiclassification problem under the conditions of a substantial class imbalance, which, as a rule, arises in problems of socio-economic subject areas, using the example of a specific machine learning classification problem. One of the possible methods of dealing with unbalanced classes is considered: the construction of hierarchical classifiers and the calculation of the effectiveness of a multilevel classifier." @default.
- W2902234447 created "2018-12-11" @default.
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- W2902234447 date "2018-10-01" @default.
- W2902234447 modified "2023-09-23" @default.
- W2902234447 title "Hierarchical classification compared to one-vs-all classifier On one problem of multiclassification in socio-economic modeling and application of hierarchical classifiers" @default.
- W2902234447 cites W1993141097 @default.
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- W2902234447 doi "https://doi.org/10.1109/mlsd.2018.8551784" @default.
- W2902234447 hasPublicationYear "2018" @default.
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