M.S. AAI Capstone Chronicles 2024

Figure 7. Comparison of Actual vs. Predicted Passenger Count at SFO Using LSTM Model without Dropout Layers on Unseen Data. The predictions (in blue) show a limited alignment with actual passenger counts, particularly failing to accurately capture peak values, indicating challenges in the model's ability to generalize and predict future trends accurately.

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