Table 7 Results Comparion of LSTM, GRU, BLSTM, ELM
| Â | Self-Consistency Test | Independent Set Test | 10-Fold Cross-Validation Test | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Â | Acc | Sen | Spe | MCC | Acc | Sen | Spe | MCC | Acc | Sen | Spe | MCC |
LSTM | 86% | 83% | 87% | 0.72 | 92% | 90% | 98% | 0.90 | 84% | 85% | 84% | 0.76 |
GRU | 85% | 85% | 86% | 0.81 | 90% | 91% | 97% | 0.92 | 84% | 84% | 89% | 0.71 |
BLSTM | 88% | 87% | 89% | 0.77 | 92% | 93% | 100% | 0.92 | 86% | 85% | 85% | 0.72 |
ELM | 86% | 85% | 87% | 0.73 | 96% | 92% | 100% | 0.92 | 86% | 85% | 88% | 0.73 |