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. 2022 Sep 19;10:2700414. doi: 10.1109/JTEHM.2022.3207825

TABLE 4. Performance of Each Model With All Features (AECOPD).

Model Accuracy Sensitivity Specificity Precision F1
Random forest 0.914 0.877 0.955 0.955 0.914
Decision tree 0.792 0.712 0.881 0.867 0.782
LDA 0.829 0.781 0.881 0.877 0.826
AdaBoost 0.886 0.822 0.955 0.952 0.882
DNN 0.921 0.904 0.940 0.943 0.923