A Novel Classification Method Based on a Two-Phase Technique for Learning Imbalanced Text Data

The problem of imbalanced data has a heavy impact on the performance of learning models. In the case of an imbalanced text dataset, minority class data are often classified to the majority class, resulting in a loss of minority information and low accuracy. Thus, it is a serious challenge to determi...

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Bibliographic Details
Main Authors: Der-Chiang Li, Szu-Chou Chen, Yao-San Lin, Wen-Yen Hsu
Format: Article
Language:English
Published: MDPI AG 2022-03-01
Series:Symmetry
Subjects:
Online Access:https://www.mdpi.com/2073-8994/14/3/567