Table 11. Comparison with state-of-the-art models: INTU stock.
Evaluation metrics | LSTM (State of the art) | DAE-LSTM (Proposed model) | GRU (State of the art) | DAE-GRU (Proposed model) |
---|---|---|---|---|
RMSE | 10.55 | 10.44 | 7.6649 | 7.46 |
MAE | 7.8352 | 6.4967 | 4.9903 | 3.90 |
MAPE | 3.4130 | 2.1205 | 2.3146 | 1.9945 |
R2 | 0.9664 | 0.9849 | 0.9822 | 0.9875 |