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

Table 5. Comparison of AdaBoost model performance on retrospective and prospective data.

Model Data type Accuracy Precision Recall AUC
AdaBoost v1 Retrospective 0.64 0.18 0.73 0.68
AdaBoost v1 Prospective 0.60 0.15 0.66 0.64
AdaBoost v2 Retrospective 0.73 0.23 0.76 0.76

Abbreviation: AUC, area under the curve.