Table 1.
Baseline characteristics and brief descriptions of the anthropometric indices used in this study.
Table 2.
Statistical analysis of normotension vs. hypertension in women and men.
Table 3.
Statistical analysis of normotension and hypotension in women and men.
Figure 1.
AUC values for normotension versus hypertension using combined indices in women and men.
The AUC values were calculated using 10-fold cross validation. AUC: area under the receiver operating characteristic curve; LR: logistic regression; NB: naïve Bayes; CFS: correlation-based feature selection; wrapper: wrapper-based variable selection.
Figure 2.
AUC values for normotension versus hypotension using combined indices in women and men.
The AUC values were calculated using 10-fold cross validation. AUC: area under the receiver operating characteristic curve; LR: logistic regression; NB: naïve Bayes; CFS: correlation-based feature selection; wrapper: wrapper-based variable selection.
Table 4.
Detailed results of prediction experiments using combined indices.
Table 5.
Selected indices based on the CFS and wrapper-based variable selection techniques.