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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
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