Table 7. Classification performance results obtained for non-pregnant dummy intervals versus preterm and term, contraction and dummy intervals of the TPEHGT DS.
TPEHGT DS | ||||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
10-folds | Signals S2, S3 (53 non-pregnant / 53 preterm) | Signals S2, TOCO (53 non-pregnant / 53 preterm) | ||||||||||||||
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) (6, 3, 1, 1) | 100 | 98 | 99.06 | 99.78 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 |
10-folds | Signals S2, S3 (53 non-pregnant / 53 term) | Signals S2, TOCO (53 non-pregnant / 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) (5, 2, 1, 1) | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 |
The number of features per type of interval are in brackets. The highest CA and AUC per combination of intervals are in bold.