Classification of imbalanced datasets using naive bayes

• 主要作者: Mohd. Sobran, Nur Maisarah
• 格式: Thesis
• 语言: English
• 出版: 2011
• 主题: TK Electrical engineering. Electronics Nuclear engineering
• 在线阅读: http://eprints.utm.my/id/eprint/31941/5/NurMaisarahMohdSobranMFKE2011.pdf; http://eprints.utm.my/id/eprint/31941/

Imbalanced data set had tendency to effect classifier performance in machine learning due to the greater influence given by majority data that overlooked the minority ones. But in classifying data, more important class is given by the minority data. In order to solve this problem, original Naïve Bay...