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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
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BMC Psychiatry

ISSN: 1471-244X

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