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. 2022 Nov 30;8:e1158. doi: 10.7717/peerj-cs.1158

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