Table 1 Comparison of machine learning model fitting accuracy.
From: Porosity prediction of tight reservoir rock using well logging data and machine learning
Model | Accuracy | |
|---|---|---|
Train (%) | Test (%) | |
GBDT | 91.17 | 90.16 |
RF | 98.91 | 92.28 |
XGBoost | 88.95 | 88.74 |
MLP | 87.53 | 87.45 |
