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Table 6 Performance comparison of five machine learning methods

From: A comparative analysis of multi-level computer-assisted decision making systems for traumatic injuries

  Logistic AdaBoost C4.5 CART SVM RBF NN
All Variables 69.4% 70% 68% 75.6% 73% 67.2%
Significant Vars. only 72.9% 73% 75.2% 77.6% 79% 79.04%
  1. The five chosen machine learning algorithms are AdaBoost, C4.5, CART, SVM, and RBF Neural Network.