Instance categorization by support vector machines to adjust weights in AdaBoost for imbalanced data classification
Author:
Funder
Ministry of Science, ICT and Future Planning
Ministry of Education, Science and Technology
Publisher
Elsevier BV
Reference39 articles.
1. Support vector machine solvers;Bottou,2007
2. The use of the area under the ROC curve in the evaluation of machine learning algorithms;Bradley;Pattern Recognit.,1997
3. Facial age estimation based on label-sensitive learning and age-oriented regression;Chao;Pattern Recognit.,2013
4. SMOTE: synthetic minority over-sampling technique;Chawla;J. Artif. Intell. Res.,2002
5. Cost-sensitive large margin distribution machine for classification of imbalanced data;Cheng;Pattern Recognit. Lett.,2016
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