Table 2 Summary of test R2 in 10-epoch 10-fold Prediction.
From: Low well-being among middle-aged people: inherent or external factors
Sub-dataset | Model | Average test R2 (%) | Maximum test R2 (%) | Minimum test R2 (%) | Standard deviation (%) | Number of predictions for each obs. |
|---|---|---|---|---|---|---|
Young population | Young population | 35.23 | 36.04 | 34.50 | 0.28 | 10 |
Middle-age population | Young population | 39.83 | 39.86 | 39.80 | 0.02 | 100 |
Elderly population | Young population | 38.74 | 38.83 | 38.60 | 0.04 | 100 |
Young population | Middle-age population | 33.14 | 33.18 | 33.08 | 0.02 | 100 |
Middle-age population | Middle-age population | 40.72 | 41.53 | 40.00 | 0.31 | 10 |
Elderly population | Middle-age population | 40.77 | 40.81 | 40.71 | 0.02 | 100 |
Young population | Elderly population | 29.79 | 29.91 | 29.66 | 0.06 | 100 |
Middle-age population | Elderly population | 37.64 | 37.72 | 37.56 | 0.03 | 100 |
Elderly population | Elderly population | 40.43 | 41.69 | 39.17 | 0.51 | 10 |
