The majority classes’ reducing method of imbalanced datasets

• Дата: 2018
• Автори: Kavrin, D. A., Subbotin, S. A.
• Формат: Стаття
• Мова: Russian
• Опубліковано: Інститут проблем реєстрації інформації НАН України 2018
• Теми: example; classification; majority class; minority class; quality metric; sample; sampling
• Онлайн доступ: http://drsp.ipri.kiev.ua/article/view/142902
• Назва журналу: Data Recording, Storage & Processing

To speed up the process of diagnostic and recognition model constructing, it is necessary to extract a subsample of a smaller volume from the original sample, which will preserve the basic properties of the dataset. The problem of the sample selection from the imbalanced large-sized datasets has bee...