Table 5. Classification performance results obtained for preterm and term, contraction and dummy intervals, and for nonlabor and labor, contraction and dummy intervals of the TPEHGT DS.
TPEHGT DS | ||||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
10-folds | A) Signals S2, S3 (53 preterm / 53 term) | B) Signals S2, TOCO (53 preterm / 53 term) | ||||||||||||||
Contraction intervals | Dummy intervals | Contraction intervals | Dummy intervals | |||||||||||||
[%] | Se | Sp | CA | AUC | Se | Sp | CA | AUC | Se | Sp | CA | AUC | Se | Sp | CA | AUC |
QDA(SFS) (12, 12, 9, 11) | 89 | 89 | 88.68 | 94.04 | 87 | 91 | 88.79 | 95.85 | 89 | 92 | 90.57 | 95.65 | 91 | 92 | 91.51 | 95.56 |
10-folds | C) Signals S2, S3 (76 labor / 76 nonlabor) | D) Signals S2, TOCO (76 labor / 76 nonlabor) | ||||||||||||||
Contraction intervals | Dummy intervals | Contraction intervals | Dummy intervals | |||||||||||||
[%] | Se | Sp | CA | AUC | Se | Sp | CA | AUC | Se | Sp | CA | AUC | Se | Sp | CA | AUC |
QDA(SFS) (12, 11, 10, 8) | 83 | 95 | 88.82 | 87.79 | 88 | 99 | 93.42 | 95.02 | 87 | 97 | 92.11 | 96.14 | 87 | 97 | 92.11 | 94.61 |
The number of features per type of interval are in brackets. The highest CA and AUC per combination of intervals are in bold.