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 |