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연구자들이 자신의 연구와 전문성을 널리 알리고, 새로운 협력의 기회를 만들 수 있는 네트워킹 공간이에요.
논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 발행연도
- 2004.9
- 수록면
- 565 - 574 (10page)
이용수
초록· 키워드
오류제보하기
Classification tree algorithms including as CART by Brieman et al.(1984) in some aspects, recursively partition the data space with the aim of making the distribution of the class variable as pure as within each partition and consist of several steps. SUPPORT(smoothed and unsmoothed piecewise-polynomial regression trees) method of Chaudhuri et al(1994), a weighted averaging technique is used to combine piecewise polynomial fits into a smooth one. We focus on applying SUPPORT to a binary class variable. Logistic model is considered in the caculation techniques and the results are shown good classification rates compared with other methods as CART, QUEST, and CHAID.
목차
등록된 정보가 없습니다.
참고문헌 (16)
참고문헌 신청
[학술지(정기간행물)] - / 1991 / The method for estimating multivariate functions from noisy data tech (metrics 33) : 125 ~ 160
[학술지(정기간행물)] - / 1976 / General estimates of the intrinsic variability of data in nonlinear regression models Journal of the American Statistical Association 71 : 301 ~ 307
[학술지(정기간행물)] - / 1989 / Annals of statistics 17 : 453 ~ 555
[학술지(정기간행물)] - / 1995 / Generalized Regression Trees 5 : 641 ~ 666
[학술지(정기간행물)] - / 1979 / A tree-structured approach to nonparametric multiple regression Smoothing Techniques for Curve Estimation Lecture Notes in Mathematics 757 : 5 ~ 22
[학술지(정기간행물)] - / 1976 / General estimates of the intrinsic variability of data in nonlinear regression models Journal of the American Statistical Association 71 : 301 ~ 307
[학술지(정기간행물)] - / 1989 / Annals of statistics 17 : 453 ~ 555
[학술지(정기간행물)] - / 1995 / Generalized Regression Trees 5 : 641 ~ 666
[학술지(정기간행물)] - / 1979 / A tree-structured approach to nonparametric multiple regression Smoothing Techniques for Curve Estimation Lecture Notes in Mathematics 757 : 5 ~ 22
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