Skip to main content
. 2024 Mar 5;14:5447. doi: 10.1038/s41598-024-56066-6

Table 2.

Evaluation of the model classification performance.

Model Accuracy Kappa coefficient Matthews correlation coefficient
Random Forests 0.840 0.830 0.830
XGBoost 0.928 0.917 0.917
LightGBM 0.737 0.724 0.725
U-Net 0.598 0.576 0.576

The higher the metric values, the better the model.