Figure 10
The image contains three line graphs comparing actual and predicted values for Poster, Observer, and Non-Member over weeks 11 to 13. The first graph shows the Poster values, with the actual values represented by a blue line and the predicted values by an orange line. The second graph displays the Observer values, again with actual values in blue and predicted values in orange. The third graph illustrates the Non-Member values, following the same color scheme. Each graph spans from week 11 to week 13, with the x-axis representing the weeks and the y-axis representing the respective values. The trends show varying degrees of alignment between actual and predicted values across the different categories. All values are approximated.Holdout (Weeks 11–13): actual vs. predicted for RandomForest