SMOTE: Synthetic Minority Over-sampling Technique

N. V. Chawla; K. W. Bowyer; L. O. Hall; W. P. Kegelmeyer

Năm xuất bản2002

Nguồn học thuậtJournal of Artificial Intelligence Research

Định danhDOI 10.1613/jair.953

TRÍCH DẪN ĐỀ XUẤT

N. V. Chawla; K. W. Bowyer; L. O. Hall; W. P. Kegelmeyer (2002). SMOTE: Synthetic Minority Over-sampling Technique. Journal of Artificial Intelligence Research, 16, 321-357. https://doi.org/10.1613/jair.953

Thông tin thư mục

Nguồn/Tạp chí: Journal of Artificial Intelligence Research
Tập: 16
Trang: 321-357
Nhà xuất bản: AI Access Foundation
DOI: 10.1613/jair.953 ↗

Từ khóa

Oversampling; Classifier (UML); Naive Bayes classifier; Artificial intelligence; Receiver operating characteristic; Computer science; Pattern recognition (psychology); Prior probability; Class (philosophy); Convex hull; Sampling (signal processing); Mathematics; Machine learning; Bayesian probability; Statistics; Support vector machine; Regular polygon; Bandwidth (computing); Filter (signal processing)