Table 3 Ten fold cross validation MSE result
From: Heterogeneous multimodal biomarkers analysis for Alzheimer’s disease via Bayesian network
Mean (SD) | ||
|---|---|---|
MMSE | ADAS-cog | |
Bayesian network | 2.810 (0.441) | 35.380 (3.244) |
Linear regression | 3.125 (0.439) | 38.748 (4.364) |
Decision tree | 3.758 (0.552) | 42.195 (4.306) |
Random forest | 2.914 (0.330) | 35.218 (4.932) |