Table 10. Classification performance results obtained for preterm and term, early and all EHG records of the TPEHG DB.
TPEHG DB (preterm/term) | ||||||||
---|---|---|---|---|---|---|---|---|
QDA |
Early records (140 preterm / 143 term) |
All records (256 preterm / 262 term) |
||||||
Signals S2, S3 | Signals S1, S2, S3 | |||||||
[%] | Se | Sp | CA | AUC | Se | Sp | CA | AUC |
5-folds | 100 | 100 | 100 | 100 | 92.97 | 98.47 | 95.75 | 99.17 |
10-folds | 100 | 100 | 100 | 100 | 94.14 | 98.47 | 96.33 | 99.44 |