Table 5 Prediction average results of different methods after 5-fold CV
From: Fetal birthweight prediction with measured data by a temporal machine learning method
Method | MRE (%) | Accuracy (%) |
|---|---|---|
Zhuo’s Formula | 8.52 ± 0.4 | 58.7 |
SVM-R | 7.33 ± 0.4 | 65.5 |
BPNN | 6.36 ± 0.4 | 73.0 |
Linear-R | 5.77 ± 0.4 | 70.4 |
CNN | 9.21 ± 0.4 | 51.0 |
RF | 5.86 ± 0.4 | 69.9 |
Hybrid-LSTM | 5.65 ± 0.4 | 79.2 |