Table 3.
Model | Training Bal. Acc | Testing Bal. Acc | CV consistency | p value | p value for permutation test |
---|---|---|---|---|---|
Hypertension | 0.7059 | 0.7059 | 10/10 | <0.001 | 0.001 |
Rs17782313 hypertension | 0.7059 | 0.7044 | 7/10 | <0.0001 | 0.001 |
Rs17782313 hypertension smoking habit | 0.7151 | 0.7151 | 10/10 | <0.0001 | 0.001 |
MDR = Multifactor dimensionality reduction; LAA stroke = large artery atherosclerotic stroke; Training Bal. Acc = training balanced accuracy; Testing Bal. Acc = testing balanced accuracy; CV consistency = cross-validation consistency.