Support vector machine for solving imbalanced dataset problem

Most of machine learning classifiers such as Neural Network (NN), Naïve Bayes, and Decision Tree Method C4.5 are failed to classify the data when it deals with imbalanced data set. This is because; most of classifiers are biased to the majority class, tend to ignore minority class and treat the mino...

Full description

Saved in:
Bibliographic Details
Main Author: Mohd. Khairuddin, Ismail
Format: Thesis
Published: 2012
Online Access:
Tags: Add Tag
No Tags, Be the first to tag this record!