Table 2.

The Classification Performance of Various Machine Learning Models for the Stroke Group classification using EEG data.

Model	Precision	Recall	F1-Score	Accuracy	AUC
Adaptive Gradient Boosting	0.82	0.78	0.80	0.80	0.80
XGBoost	0.79	0.74	0.77	0.77	0.77
LightGBM	0.80	0.76	0.78	0.78	0.78