Table 9 Comparison of the accuracy in relation to the state of the art
Algorithms | Authors | Multiclass accuracy | Binary accuracy | Time of compilation [Min] | Parameters [millions] |
|---|---|---|---|---|---|
1D-CNN-LSTM | Gaowei Xu et al. [12]. | 82.00 | 99.39 | 266 | 2.23 |
CNN+Capsule-Net | Proposed model | 87.00 | 99.92 | 8 | 5.04 |
CNN+Tf | Proposed model | 88.00 | 99.76 | 25 | 22.82 |