Artificial intelligence

Scientific journal

ISSN 2710-1673

ONLINE: ISSN 2710-1681

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Побудова класифікаторів на незбалансованих вибірках на прикладі кредитного скорингу

Paklin N.1, Ulanov S.2, Tsarkov S.3
1 GOU VPO "Ryazan Branch of the Moscow State University of Economics, Statistics and Informatics"
2 Sarapul Polytechnic Institute
3 Ryazan branch of MESI

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UDC: 62-50:15
Publication Language: Russian
Stuc. intelekt. 2010; 15(3):528-534

Abstract: The article discusses the problem of constructing efficient binary classifiers on imbalanced datasets. Costs of classification and strategies to win the imbalance are considered. Experiments on the credit histories of Russian banks are made.

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