TABLE 3.

Aneurysm rupture risk estimation performance of our method and two related works based on CADA dataset.

Classifier	Method	F2-score	ACC	AUC	Precision	Recall
XGBoost	Liu et al., 2021	0.673	0.652	n/a	0.583	0.700
	Ours	0.715	0.767	0.803	0.773	0.714
KNN	Ivantsits et al., 2021	0.690	0.660	n/a	n/a	n/a
	Ours	0.789	0.791	0.811	0.755	0.803
RF	Ivantsits et al., 2021	n/a	0.690	n/a	n/a	n/a
	Ours	0.675	0.751	0.810	0.771	0.660
SVM	Ours	0.724	0.775	0.820	0.779	0.732
LR	Ours	0.731	0.776	0.834	0.761	0.732

Better results for each specified classifier are highlighted in bold black. The best results for each of these metrics are highlighted in bold red.