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Table 1 Performance of machine learning algorithms

From: Prospective prediction of PTSD diagnosis in a nationally representative sample using machine learning

Algorithm Accuracy Sensitivity Specificity
BARTa 95.09% 97.7% 67.7%
Logit 92.3% 93.3% 55.8%
Tree 92.03% 92.0% 0.0%
  1. aBayesian Additive Regression Trees