Value-Aware Resampling and Loss for Imbalanced Classification

Sun, L; Song, J; Hua, C; Shen, CC; Song, ML

Sun, L (reprint author), Zhejiang Univ, Sch Comp Sci & Technol, Hangzhou, Zhejiang, Peoples R China.

PROCEEDINGS OF THE 2ND INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND APPLICATION ENGINEERING (CSAE2018), 2018; ():

Abstract

Existing(1) machine learning methods usually treat training samples equally, and their performance degrades significantly when facing imbalanced train......

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