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Distribution of AUC values for the base model on Framingham dataset.

Journal: Scientific Reports

Article Title: A cardiovascular disease prediction method based on cross-combination strategy and dynamic weighted stacking ensemble

doi: 10.1038/s41598-026-48006-3

Figure Lengend Snippet: Distribution of AUC values for the base model on Framingham dataset.

Article Snippet: This paper selects three public datasets for research, namely the Cleveland Heart Disease Dataset provided by the University of California Irvine (UCI) database, the Framingham Heart Disease Dataset obtained from the Kaggle platform and the CVD Dataset .

Techniques:

ROC curve based on the Framingham dataset.

Journal: Scientific Reports

Article Title: A cardiovascular disease prediction method based on cross-combination strategy and dynamic weighted stacking ensemble

doi: 10.1038/s41598-026-48006-3

Figure Lengend Snippet: ROC curve based on the Framingham dataset.

Article Snippet: This paper selects three public datasets for research, namely the Cleveland Heart Disease Dataset provided by the University of California Irvine (UCI) database, the Framingham Heart Disease Dataset obtained from the Kaggle platform and the CVD Dataset .

Techniques:

Feature contribution based on the Framingham dataset.

Journal: Scientific Reports

Article Title: A cardiovascular disease prediction method based on cross-combination strategy and dynamic weighted stacking ensemble

doi: 10.1038/s41598-026-48006-3

Figure Lengend Snippet: Feature contribution based on the Framingham dataset.

Article Snippet: This paper selects three public datasets for research, namely the Cleveland Heart Disease Dataset provided by the University of California Irvine (UCI) database, the Framingham Heart Disease Dataset obtained from the Kaggle platform and the CVD Dataset .

Techniques: