Table 2 SDE of the models on the test dataset

From: Intelligent prediction of residual strength in blended hydrogen–natural gas pipelines with crack-in-dent defects

Model

SDE

TabPFN

0.13

LightGBM

0.25

XGBoost

0.30

RF

0.64

  1. Bold represents the data with the lowest SDE.
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