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

TABLE 8. Validation Dataset Performance With All Features (Panic Attack).

Model Accuracy Sensitivity Specificity Precision F1
Random forest 0.975 0.946 0.955 0.992 0.968
Decision tree 0.949 0.931 0.962 0.941 0.936
RGF 0.945 0.896 0.977 0.963 0.928
LDA 0.746 0.583 0.854 0.726 0.647
AdaBoost 0.838 0.772 0.882 0.952 0.792
DNN 0.694 0.602 0.752 0.618 0.612