Table 6.
Model | Training Balanced Accuracy | Testing Balanced Accuracy | Cross-validation Consistency |
rs7353 | 0.6094 | 0.5354 | 5/10 |
Age,rs7353 | 0.6801 | 0.5728 | 5/10 |
Age,rs7353,rs8038 | 0.7402 | 0.595 | 9/10 |
Age,rs7353,rs8038,rs15278 | 0.7874 | 0.6172 | 10/10 |
Age,BMI,Smoking,rs7353,rs8038 | 0.8335 | 0.5547 | 6/10 |
Age,Gender,Drinking,rs7353,rs8038,rs15278 | 0.8748 | 0.5282 | 3/10 |
Age,Gender,BMI,Smoking,Drinking,rs7353,rs8038 | 0.9112 | 0.5156 | 8/10 |
Age,Gender,BMI,Smoking,Drinking,rs7353,rs8038,rs15278 | 0.933 | 0.5183 | 9/10 |
Age,Gender,BMI,Smoking,Drinking,Family history,rs7353,rs8038,rs15278 | 0.9435 | 0.5154 | 7/10 |