Table 5.
ICC of different models and pressure types.
| 95% Confidence Interval | F Test with True Value 0 | ||||
|---|---|---|---|---|---|
| Task and Method | ICC b | Lower Bound | Upper Bound | Value | Sig. |
| mPAP and CatBoost | |||||
| Single Measures | 0.525 a | −0.289 | 0.898 | 3.211 | 0.091 |
| Average Measures | 0.689 c | −0.813 | 0.946 | 3.211 | 0.091 |
| mPAP and SVM | |||||
| Single Measures | 0.074 a | −0.668 | 0.742 | 1.160 | 0.431 |
| Average Measures | 0.138 c | −4.015 | 0.852 | 1.160 | 0.431 |
| mPAP and XGBoost | |||||
| Single Measures | 0.877 a | 0.447 | 0.978 | 15.211 | 0.002 |
| Average Measures | 0.934 c | 0.617 | 0.989 | 15.211 | 0.002 |
| dPAP and XGBoost | |||||
| Single Measures | 0.824 a | 0.280 | 0.967 | 10.355 | 0.006 |
| Average Measures | 0.903 c | 0.438 | 0.983 | 10.355 | 0.006 |
| sPAP and XGBoost | |||||
| Single Measures | 0.963 a | 0.803 | 0.994 | 53.139 | 0.000 |
| Average Measures | 0.981 c | 0.890 | 0.997 | 53.139 | 0.000 |
| TPR and XGBoost | |||||
| Single Measures | 0.521 a | −0.294 | 0.897 | 3.173 | 0.093 |
| Average Measures | 0.685 c | −0.834 | 0.946 | 3.173 | 0.093 |
Note. Two-way mixed effects model where people effects are random and measures effects are fixed; a The estimator is the same, whether the interaction effect is present or not; b Type C intraclass correlation coefficient using a consistency definition. The between-measure variance is excluded from the denominator variance; c This estimate is computed assuming the interaction effect is absent, because it is not estimable otherwise.