Table 3.

Performance metrics of the best models for predicting signaling pathways in esophageal cancer

Pathway	Models (best)	Precision		Recall		F1-Score		ACC	AUC
		0	1	0	1	0	1
PI3K	AdaBoost	0.75	0.96	0.75	0.96	0.75	0.96	0.93	0.92
mTOR	DT	0.88	0.80	0.96	0.57	0.92	0.67	0.87	0.64
p53	AdaBoost	0.67	0.96	0.67	0.96	0.67	0.96	0.93	0.76
PTEN	DT	0.83	0.57	0.87	0.50	0.85	0.53	0.77	0.74