TABLE 3.
Evaluating prediction of time to reaching 10 cm and future cervical dilation measurements using the proposed model
| Given Data | Time to Reaching 10 cm |
Future Dilation
Measurements |
||
|---|---|---|---|---|
| PMSE | MAD | PMSE | MAD | |
| Four observations | 601.09 | 4.96 | 10.62 | 1.75 |
| Four observations + first pregnancy | 354.89 | 4.39 | 7.40 | 1.68 |
| Five observations | 398.14 | 3.70 | 6.10 | 1.71 |
| Five observations + first pregnancy | 348.48 | 3.28 | 6.09 | 1.67 |
| Six observations | 173.53 | 2.97 | 4.51 | 1.36 |
| Six observations + first pregnancy | 118.18 | 2.49 | 4.35 | 1.27 |
| Seven observations | 116.91 | 3.48 | 4.10 | 1.32 |
| Seven observations + first pregnancy | 113.15 | 3.47 | 4.09 | 1.29 |
Abbreviations: MAD, median absolute deviation; PMSE, prediction mean-squared error.