Development of a hybrid artificial neural network - naive bayes classifier for binary classification problem of imbalanced datasets

This paper presents a hybrid approach that consists of two different methods from machine learning technique, which are the Artificial Neural Network (ANN) and Naïve Bayes. The proposed technique is purposely developed for classifying the two classes of imbalanced datasets. Architecture of ANN is ba...

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Bibliographic Details
Main Authors: Adam, Asrul, Shapiai, Mohd. Ibrahim, Ibrahim, Zuwairie, Khalid, Marzuki, Jau, Lee Wen
Format: Article
Published: ICIC International 2011
Subjects:
Online Access:http://eprints.utm.my/id/eprint/28826/
http://www.ijicic.org/el-5(9)a.htm
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