Table 3.
Model Performance With Cross-Validation by Clinical Site
Mean Absolute Error [dB] | Miscalibration Area | |||
---|---|---|---|---|
Est. | 95% CI | Est. | 95% CI | |
Bayesian mixed model | 2.13 | [1.9 to 2.36] | 0.13 | [0.07 to 0.19] |
Linear model 0 | 2.17 | [1.93 to 2.4] | 0.14 | [0.08 to 0.2] |
Linear model 2 | 2.19 | [1.96 to 2.42] | 0.14 | [0.08 to 0.2] |
Linear model 1 | 2.2 | [1.97 to 2.43] | 0.15 | [0.09 to 0.21] |
Linear model 3 | 2.2 | [1.97 to 2.43] | 0.14 | [0.08 to 0.2] |
Quantile Regression | 2.2 | [1.96 to 2.43] | 0.15 | [0.09 to 0.21] |
Bayesian nonparametric additive model | 2.23 | [2 to 2.47] | 0.15 | [0.09 to 0.21] |