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Does cost-sensitive learning beat sampling for classifying rare classes?

, , и . Proceedings of the 1st international workshop on Utility-based data mining, стр. 69--77. New York, NY, USA, ACM, (2005)
DOI: 10.1145/1089827.1089836

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Does cost-sensitive learning beat sampling for classifying rare classes?, , и . Proceedings of the 1st international workshop on Utility-based data mining, стр. 69--77. New York, NY, USA, ACM, (2005)Cost-Sensitive Learning vs. Sampling: Which is Best for Handling Unbalanced Classes with Unequal Error Costs?, , и . DMIN, стр. 35-41. CSREA Press, (2007)