Classification of imbalanced datasets using naive bayes

• 第一著者: Mohd. Sobran, Nur Maisarah
• フォーマット: 学位論文
• 言語: English
• 出版事項: 2011
• 主題: TK Electrical engineering. Electronics Nuclear engineering
• オンライン･アクセス: 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...