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Table 3 Result table with pretrained neural network on PD.

From: Cough event classification by pretrained deep neural network

# layers # hidden units Sens. Spec. F1 Mac. Ave. Mic. Ave.
1 512 0.804 0.906 0.678 0.855 0.892
1 1024 0.793 0.917 0.691 0.855 0.899
1 1536 0.799 0.915 0.692 0.857 0.899
1 2048 0.794 0.917 0.693 0.856 0.9
2 512 0.793 0.914 0.685 0.853 0.896
2 1024 0.794 0.919 0.695 0.857 0.901
2 1536 0.803 0.916 0.695 0.859 0.9
2 2048 0.804 0.921 0.705 0.863 0.905
3 512 0.792 0.912 0.682 0.852 0.895
3 1024 0.793 0.914 0.686 0.853 0.897
3 1536 0.811 0.911 0.691 0.861 0.897
3 2048 0.8 0.915 0.691 0.857 0.898
4 512 0.791 0.916 0.688 0.853 0.898
4 1024 0.803 0.914 0.691 0.858 0.898
4 1536 0.801 0.916 0.694 0.859 0.9
4 2048 0.782 0.921 0.693 0.852 0.902
Baseline Method 0.945 0.767 0.563 0.856 0.792