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Data · dataset · 2026

Decision Curve Analysis (DCA) for the nine predictive models

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Decision Curve Analysis evaluating the clinical net benefit of the nine models across different threshold probabilities. ​​Training cohort​​: A: 1 year.B:3 years.C:5 years. ​​Validation cohort​​: D:1 year.

Description

E:3 years. F: 5 years.

The 'All' and 'None' lines represent the strategies of treating all patients or no patients, respectively. A model with a higher curve indicates greater clinical utility within a specific threshold range. 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.

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Provenance · 1 source records, 10 field assertions
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ScienceDB10.57760/sciencedb.343498 d agoJSON v1
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