Table 1. Performance of random forest models trained on different age ranges.
RF Models Trained on Different Age Ranges | ||
Age Range | Mean Absolute Error | R2 |
1-17 years | 0.87 | 0.94 |
18-44 years | 5.15 | 0.44 |
45-64 years | 2.20 | 0.77 |
65+ years | 4.30 | 0.25 |
1-85 years (Overall) | 4.76 | 0.92 |
Random forest models were trained on data from individuals across different age ranges within the dataset. Mean absolute error and R-squared are shown in the table as measurements of model performance on held-out data.