Fig 1.
The inclusion and exclusion process of this study.
Fig 2.
Feature selection for the 10 ML models.
Table 1.
Descriptive characteristics of 63145 BC patients.
Fig 3.
The ROC curves of 10 ML algorithms and 7th AJCC stage on 5-year OS in the test set.
Table 2.
The accuracy, F1-score, sensitivity, specificity, and AUC value of 10 ML algorithms and 7th AJCC stage in the test set.
Table 3.
The comparison of AUC values for 10 ML algorithms and 7th AJCC stage in the test set.
Table 4.
The evaluation of variable importance in the MARS model.
Fig 4.
An example showing web function (https://w12251393.shinyapps.io/app2/).