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. 2022 Feb 10;10(2):343. doi: 10.3390/healthcare10020343

Table 5.

Average accuracy for the second version model using the COV-PEN dataset with the first 50 layers frozen, epochs = 15, optimizer = sgmd, and batch size = 128.

Learning Rate Ensemble Using Several Runs
Run 1 Run 2 Run 3
0.0002 0.933691756 0.937275986 0.933691756
0.0004 0.939068100 0.935483871 0.903942652
0.0006 0.942652329 0.917562724 0.907526882
0.0008 0.892473118 0.716845878 0.808960573
0.001 0.747311828 0.921146953 0.808960573