Journal of the Korean Data and Information Science Society
- 제15권4호
- /
- Pages.911-920
- /
- 2004
- /
- 1598-9402(pISSN)
Receiver Operating Characteristic (ROC) Curves Using Neural Network in Classification
- Lee, Jea-Young (Department of Statistics Yeungnam University Kyongsan) ;
- Lee, Yong-Won (Department of Statistics Yeungnam University Kyongsan)
- 발행 : 2004.11.30
초록
We try receiver operating characteristic(ROC) curves by neural networks of logistic function. The models are shown to arise from model classification for normal (diseased) and abnormal (nondiseased) groups in medical research. A few goodness-of-fit test statistics using normality curves are discussed and the performances using neural networks of logistic function are conducted.
키워드