TABLE 9.
Accuracies of each CNN model for the ACRIMA dataset for different epoch sizes.
CNN model | Accuracy (%) | ||||
---|---|---|---|---|---|
Epoch = 20 | Epoch = 30 | Epoch = 40 | Epoch = 50 | ||
ResNet50 | 97.58 | 97.73 | 98.01 | 99.86 | |
VGG19 | 96.81 | 97.62 | 97.89 | 98.58 | |
AlexNet | 92.82 | 93.42 | 93.86 | 94.61 | |
Dns201 | 97.53 | 97.81 | 98.34 | 99.01 | |
InsRes | 90.32 | 90.54 | 91.63 | 92.91 |
Bold values are showing the model results after applying classifier fusion operation.