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학술연구/단체지원/교육 등 연구자 활동을 지속하도록 DBpia가 지원하고 있어요.
커뮤니티
연구자들이 자신의 연구와 전문성을 널리 알리고, 새로운 협력의 기회를 만들 수 있는 네트워킹 공간이에요.
논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 발행연도
- 2013.12
- 수록면
- 1,489 - 1,496 (8page)
이용수
초록· 키워드
오류제보하기
Consider the ROC surface which is a generalization of the ROC curve for three-class diagnostic problems. In this work, we propose five criteria for the three-class ROC sur-face by extending the Youden index, the sum of sensitivity and specificity, the maximum vertical distance, the amended closest-to-(0,1) and the true rate. It may be concluded that these five criteria can be expressed as a function of two Kolmogorov-Smirnov statistics. A paired optimal thresholds could be obtained simultaneously from the ROC surface. It is found that the paired optimal thresholds selected from the ROC surface are equivalent to the two optimal thresholds found from the two ROC curves.
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등록된 정보가 없습니다.
참고문헌 (20)
참고문헌 신청
1. [학술지(정기간행물)] - Connell, F. A. / 1985 / Measures of gain in certainty from a diagnostic test / American Journal of Epidemiology 121 : 744 ~ 753
2. [학술지(정기간행물)] - Dreiseitl, S. / 2000 / Comparing three-class diagnostic tests by three-way ROC analysis / Medical Decision Making 20 : 323 ~ 331
3. [보고서] - Fawcett, T. / 2003 / ROC graphs: notes and practical considerations for data mining researchers : 1 ~ 28
4. [학술지(정기간행물)] - He, X. / 2006 / Three-class ROC analysis-The equal error utility assumption and the optimality of three-class ROC surface using the ideal observer / IEEE Transactions on Medical Imaging 25 : 979 ~ 986
5. [학술지(정기간행물)] - Heckerling, P. S. / 2001 / Parametric three-way receiver operating characteristic surface analysis using math-ematica / Medical Decision Making 21 : 409 ~ 417
2. [학술지(정기간행물)] - Dreiseitl, S. / 2000 / Comparing three-class diagnostic tests by three-way ROC analysis / Medical Decision Making 20 : 323 ~ 331
3. [보고서] - Fawcett, T. / 2003 / ROC graphs: notes and practical considerations for data mining researchers : 1 ~ 28
4. [학술지(정기간행물)] - He, X. / 2006 / Three-class ROC analysis-The equal error utility assumption and the optimality of three-class ROC surface using the ideal observer / IEEE Transactions on Medical Imaging 25 : 979 ~ 986
5. [학술지(정기간행물)] - Heckerling, P. S. / 2001 / Parametric three-way receiver operating characteristic surface analysis using math-ematica / Medical Decision Making 21 : 409 ~ 417
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UCI(KEPA) : I410-ECN-0101-2018-041-001374361