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. 2020 Jul 14;22(7):e18082. doi: 10.2196/18082

Table 1.

Results of the convolutional neural network classifier for cough recognition.

Model type True positive rate, % True negative rate, % Accuracy, % Matthews correlation coefficient, % Positive predictive value, % Negative predictive value, %
Single 99.9 87.5 99.7 87.2 99.9 87.1
Ensemble 99.9 91.5 99.8 92.0 99.9 92.6