Table 5.
CNNs | Time Domain Input (% Correct) | CWT Input (% Correct) | ||||
---|---|---|---|---|---|---|
Dropout layer probability | Non-central | Central | Combined | Non-central | Central | Combined |
0 | 71.7 | 92.2 | 93.0 | 73.5 | 88.6 | 88.2 |
0.1 | 75.3 | 92.6 | 93.1 | 75.4 | 89.1 | 87.0 |
0.3 | 72.9 | 92.7 | 91.3 | 73.1 | 88.2 | 85.4 |
0.5 | 76.3 | 93.1 | 93.0 | 74 | 90.0 | 85.4 |