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. 2024 Feb 20;10:e1852. doi: 10.7717/peerj-cs.1852

Table 6. Performance comparison.

Models S&P500 DAX DJI SSE
RMSE MAE RMSE MAE RMSE MAE RMSE MAE
CEEMD-CNN-LSTM (Rezaei, Faaljou & Mansourfar, 2021) 13.76 10.58 84.88 65.03 155.52 118.02
CEEMDAN-LSTM (Cao, Li & Li, 2019) 4.83 3.92 33.35 24.85 8.74 6.86
CAL (Lv et al., 2022) 26.14 17.14 101.83 72.33 19.92 14.03
GRU based on CEEMDAN-Wavelet (Qi, Ren & Su, 2023) 22.27 17.39
2LE-CEEMDAN-LSTM-SVR 5.25 4.11 11.77 10.42 23.50 19.81 7.30 6.18