Software reliability modeling using skewed measurement data

被引：0
|
作者：
Van Hulse, Jason [1 ]
Khoshgoftaar, Taghi M. [1 ]
Napolitano, Amri [1 ]
机构：
[1] Florida Atlantic Univ, Dept Comp Sci & Engn, Boca Raton, FL 33431 USA
来源：
THIRTEENTH ISSAT INTERNATIONAL CONFERENCE ON RELIABILITY AND QUALITY IN DESIGN, PROCEEDINGS | 2007年
关键词：
software quality classification; measurement data; reliability modeling; skewed data; sampling;
D O I：
暂无
中图分类号：
TP31 [计算机软件];
学科分类号：
081202 ; 0835 ;
摘要：
When developing classification, models for software reliability, skewed class distributions can result in suboptimal learner performance. A variety of sampling techniques have beep. proposed to alleviate the harmful effects of imbalanced classes. This work presents a detailed study of the use of sampling to improve C4.5 decision tree learners constructed, using software measurement data.
引用
收藏
页码：181 / +
页数：2
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