Clustering-based Data Preprocessing Approach for the Class Imbalance Problem

碩士 === 國立中央大學 === 資訊管理學系 === 106 === The class imbalance problem is an important issue in data mining. It occurs when the number of samples in one class is much larger than the other classes. Traditional classifiers tend to misclassify most samples of the minority class into the majority class for m...

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Bibliographic Details
Main Authors: Yi-Ying Pan, 潘怡瑩
Other Authors: 蔡志豐、蘇坤良
Format: Others
Language:zh-TW
Published: 2018
Online Access:http://ndltd.ncl.edu.tw/handle/94nys8