Time-dependent ROC curves of nine predictive models

Name: Time-dependent ROC curves of nine predictive models
Creator: Central South University
Published: 2025-12-25T00:00:00+08:00

科学数据银行2025-12-25 更新2026-04-23 收录

生存分析

预测模型

数据链接：

https://www.scidb.cn/detail?dataSetId=806a264085054a7997c20fb07ec4219f 数据链接链接失效反馈

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资源简介：

Time-dependent Receiver Operating Characteristic (ROC) analysis for the nine models at 1-, 3-, and 5-year time points. Training cohort: A: 1 year.B:3 years.C:5 years. Validation cohort: D:1 year. E:3 years. F: 5 years. Abbreviations：RSF: Random Survival Forest；GBM: Gradient Boosting Machine; CoxBoost: Cox regression with Gradient Boosting; SurvivalSVM:Survival Support Vector Machine; XGBoost: Extreme Gradient Boosting; SuperPC: Super Principal Component Regression; PLSR-Cox: Partial Least Squares Cox Regression.

提供机构：

Central South University

创建时间：

2025-12-25

Time-dependent ROC curves of nine predictive models

资源简介：

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