Open AccessAn empirical evaluation of sampling methods for the classification of imbalanced data
Author(s) -
Misuk Kim,
Kyu-Baek Hwang
Publication year - 2022
Publication title -
plos one
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.99
H-Index - 332
ISSN - 1932-6203
DOI - 10.1371/journal.pone.0271260
Subject(s) - undersampling , oversampling , artificial intelligence , computer science , classifier (uml) , receiver operating characteristic , sampling (signal processing) , machine learning , binary classification , statistical classification , pattern recognition (psychology) , support vector machine , statistics , mathematics , bandwidth (computing) , computer network , filter (signal processing) , computer vision