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Table 9 The AUC of each predictive model under “All Variable” system, and the predictive model based on random forest algorithm has the largest AUC value of 0.949

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

Variable

AUC

All Random Forest

0.949

All Rotation Forest

0.942

All SVM

0.930

All Bayesian Network

0.905

All Naïve Bayesian

0.865

  1. All ”All Variable” system
  2. SVM “Support Vector Machine” algorithm
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BMC Medical Informatics and Decision Making

ISSN: 1472-6947

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