Figure 8
A line graph titled 'Average Scaled Prediction with RNN (Training and Test)' displays stock prices over time from 1992 to 2020. The x-axis represents the years, while the y-axis represents the scaled value ranging from 0 to 1. The graph includes three data lines: a blue line for the actual scaled value, a green line for the average training prediction, and a red line for the average test prediction. A vertical dashed line indicates the train/test split on June 1, 2013. The blue line shows the actual stock prices, while the green and red lines represent the model's predictions during the training and testing phases, respectively. The graph demonstrates the model's performance in predicting stock prices, with the predictions closely following the actual values, especially after the train/test split. All values are approximated.Model robustness check, showing continued high performance on a larger 20% test set against the denoised actual stock prices (blue line)