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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.