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Fig. 1 | BMC Medical Informatics and Decision Making

Fig. 1

From: Predicting postoperative complications of head and neck squamous cell carcinoma in elderly patients using random forest algorithm model

Fig. 1

There are 5 ROC curves that illustrate the reliability of the predictive models based on 5 data mining algorithms under the “All Variable” system. The light blue curve signifies the predictive model based on the Random Forest algorithm, which has the largest AUC value. All AUC values are shown in Table 9. SVM = Support Vector Machine

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