Application of Tree-Based Methods on a Breast Cancer Data

碩士 === 靜宜大學 === 應用數學研究所 === 94 === When we want to know the characteristics of data, we analyze them first. After that, we can make a conclusion. In this study, we discuss a very popular method of statistics---Classification Tree. Besides the general greedy tree, Chipman、George and McCulloch in 1998...

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Main Authors:	Su-chuan Chiu, 邱淑娟
Other Authors:	Chin-pei Tsai
Format:	Others
Language:	zh-TW
Published:	2006
Online Access:	http://ndltd.ncl.edu.tw/handle/c9v4dx

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spelling	ndltd-TW-094PU0055070032018-06-25T06:05:10Z http://ndltd.ncl.edu.tw/handle/c9v4dx Application of Tree-Based Methods on a Breast Cancer Data 樹狀分析方法於乳癌腫瘤資料上的應用 Su-chuan Chiu 邱淑娟碩士靜宜大學應用數學研究所 94 When we want to know the characteristics of data, we analyze them first. After that, we can make a conclusion. In this study, we discuss a very popular method of statistics---Classification Tree. Besides the general greedy tree, Chipman、George and McCulloch in 1998 suggested that the method of Bayesian CART (Bayesian classification and regression tree) could apply into a breast cancer data and got the tree models. Now we use a same data to obtain new variables first from principal component analysis. Then utilizing the classification tree and cross-validation methods to analyze and discuss the conclusions and differences. Chin-pei Tsai 蔡瑾珮 2006/06/ 學位論文 ; thesis 22 zh-TW
collection	NDLTD
language	zh-TW
format	Others
sources	NDLTD
description	碩士 === 靜宜大學 === 應用數學研究所 === 94 === When we want to know the characteristics of data, we analyze them first. After that, we can make a conclusion. In this study, we discuss a very popular method of statistics---Classification Tree. Besides the general greedy tree, Chipman、George and McCulloch in 1998 suggested that the method of Bayesian CART (Bayesian classification and regression tree) could apply into a breast cancer data and got the tree models. Now we use a same data to obtain new variables first from principal component analysis. Then utilizing the classification tree and cross-validation methods to analyze and discuss the conclusions and differences.
author2	Chin-pei Tsai
author_facet	Chin-pei Tsai Su-chuan Chiu 邱淑娟
author	Su-chuan Chiu 邱淑娟
spellingShingle	Su-chuan Chiu 邱淑娟 Application of Tree-Based Methods on a Breast Cancer Data
author_sort	Su-chuan Chiu
title	Application of Tree-Based Methods on a Breast Cancer Data
title_short	Application of Tree-Based Methods on a Breast Cancer Data
title_full	Application of Tree-Based Methods on a Breast Cancer Data
title_fullStr	Application of Tree-Based Methods on a Breast Cancer Data
title_full_unstemmed	Application of Tree-Based Methods on a Breast Cancer Data
title_sort	application of tree-based methods on a breast cancer data
publishDate	2006
url	http://ndltd.ncl.edu.tw/handle/c9v4dx
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Application of Tree-Based Methods on a Breast Cancer Data

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