Construction the Model on the Breast Cancer Survival Analysis Use Support Vector Machine, Logistic Regression and Decision Tree.

Autor:	Chao, Cheng-Min, Yu, Ya-Wen, Cheng, Bor-Wen, Kuo, Yao-Lung
Předmět:	BREAST tumors DECISION trees RESEARCH funding SURVIVAL LOGISTIC regression analysis DATA analysis software STATISTICAL models
Zdroj:	Journal of Medical Systems; Oct2014, Vol. 38 Issue 10, p1-7, 7p
Abstrakt:	The article presents a paper aiming to use data mining technology to establish a classification of breast cancer survival pattern and offer a treatment decision-making tree for the survival ability of women diagnosed with breast cancer in Taiwan. Topics include the results of the experiment showing that the 3 models used to create the classification system. Also mentioned is the use of a support vector machine, logistics regression and a C5.0 decision tree to construct a classification model.
Databáze:	Complementary Index
Externí odkaz:	Zobrazit plný text záznamu Full text from SpringerLink