Table 9. Selected features and their ranks to classify between preterm and term, early and all EHG records of the TPEHG DB.
TPEHG DB | |||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|
SFS (200 runs) (QDA algorithm) |
Early records (140 preterm / 143 term) | ||||||||||
Band B0 | Band B1 | Band B2 | Band B3 | ||||||||
SE | MF | SE | MF | PA | SE | MF | PA | SE | MF | PA | |
Signal S2 | 7 | 3 | 5 | 22 | 16 | 4 | 13 | 14 | 8 | 9 | 17 |
Signal S3 | 1 | 15 | 2 | 6 | 20 | 10 | 19 | 18 | 12 | 11 | 21 |
SFS (200 runs) (QDA algorithm) |
All records (256 preterm / 262 term) | ||||||||||
Band B0 | Band B1 | Band B2 | Band B3 | ||||||||
SE | MF | SE | MF | PA | SE | MF | PA | SE | MF | PA | |
Signal S1 | 5 | 24 | 19 | 16 | 30 | 4 | 25 | 32 | 1 | 7 | 29 |
Signal S2 | 13 | 15 | 3 | 18 | 26 | 17 | 22 | 31 | 9 | 12 | 28 |
Signal S3 | 2 | 11 | 6 | 8 | 27 | 14 | 21 | - | 10 | 20 | 23 |
The first 11 selected features are in bold.