A: Performance indices of the DT adjusted model for variables without confounding factors | |||||
(a) Training (n = 1379) | (b) Testing (n = 345) | ||||
Actual | Predicted Count | Actual | Predicted Count | ||
Non- Dyslipidemia | Dyslipidemia | Non-Dyslipidemia | Dyslipidemia | ||
Non-Dyslipidemia | 171 | 367 | Non-Dyslipidemia | 32 | 107 |
Dyslipidemia | 106 | 767 | Dyslipidemia | 31 | 192 |
Specificity = 87% | AUC = 65% | Specificity = 59% | AUC = 67% | ||
Accuracy = 66% | Precision = 67% | Accuracy = 48% | Precision = 64% | ||
B: Performance indices of the DT adjusted model for variables with confounding factors | |||||
(a) Training (n = 1379) | (b) Testing (n = 345) | ||||
Actual | Predicted Count | Actual | Predicted Count | ||
Non-Dyslipidemia | Dyslipidemia | Non-Dyslipidemia | Dyslipidemia | ||
Non-Dyslipidemia | 231 | 322 | Non-Dyslipidemia | 48 | 78 |
Dyslipidemia | 151 | 712 | Dyslipidemia | 49 | 185 |
Specificity = 82% | AUC = 65% | Specificity = 70% | AUC = 67% | ||
Accuracy = 66% | Precision = 68% | Accuracy = 64% | Precision = 79% |