Table 2.
Mean squared errors of the GBN, the CNN, and the multivariable linear regression model.
| HRQoL Scores | GBN | CNN | Linear Regression |
|---|---|---|---|
| PF | 0.0335 | 0.0350 | 0.0343 |
| RP | 0.1166 | 0.1324 | 0.1211 |
| BP | 0.0813 | 0.0898 | 0.0772 |
| GH | 0.0499 | 0.0618 | 0.0508 |
| VT | 0.0590 | 0.0914 | 0.0625 |
| SF | 0.0599 | 0.0995 | 0.0588 |
| RE | 0.1230 | 0.2118 | 0.1269 |
| MH | 0.0436 | 0.0807 | 0.0416 |
| PCS | 0.0196 | 0.0333 | 0.0219 |
| MCS | 0.0356 | 0.0584 | 0.0305 |
| OP | 0.0597 | 0.0750 | 0.0608 |
GBN, Gaussian Bayesian network; CNN, convolutional neural network; PF, physical functioning; RP, role physical; BP, bodily pain; GH, general health; VT, vitality; SF, social functioning; RE, role emotional; MH, mental health; PCS, summary physical scale; MCS, summary mental scale; OP, obesity-related problems.