Table 4 Classification Performance of Forecasting Models with Best Fscore
Models | REC | PRE | FPR | ACC | Fscore | |
|---|---|---|---|---|---|---|
Deep learning-based | LSTM | 89.26% | 89.26% | 7.96% | 90.85% | 89.25% |
| Â | BiLSTM | 92.51% | 91.48% | 6.26% | 93.21% | 91.98% |
Machine learning-based | ANN | 57.74% | 52.58% | 37.40% | 60.57% | 55.03% |
| Â | SVM | 51.95% | 61.43% | 26.14% | 64.12% | 56.29% |