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. 2019 May 8;10(2):316–325. doi: 10.1055/s-0039-1688553

Table 4. Retrospective performance metrics of ML algorithms and LACE.

Model Accuracy Precision Recall AUC
AdaBoost 0.64 0.18 0.73 0.68
LACE 0.61 0.17 0.70 0.65
Decision tree 0.59 0.21 0.65 0.60
Random forest 0.62 0.20 0.71 0.65
Logistic regression 0.55 0.15 0.51 0.54

Abbreviations: AUC, area under the curve; ML, machine learning.