Table 1 Prediction accuracy of each model.

From: Machine learning enhanced formation pressure prediction using integrated well logging and mud logging

Model

A2 well prediction accuracy (%)

B2 well prediction accuracy (%)

IWM-BP

92.08

94.91

IWM-GABP

94.66

97.98

IWM-SVM

93.80

94.89

IWM-RF

90.52

95.14

IWM-RBF

85.16

89.52

IWM-CNN

90.32

96.31