Table 9.

Prediction results with combined batters’ KBO team ranking and image (accuracy: ACC; precision: PRE).

Subset of Variables
		KBO			KBO + Team ranking			KBO + Face
		ACC	AUC	PRE	ACC	AUC	PRE	ACC	AUC	PRE
Batter	LR	0.911	0.933	0.933	0.911	0.933	0.933	0.888	0.978	0.72
	RF	0.844	0.933	0.77	0.822	0.922	0.77	0.822	0.928	0.683
	XGBoost	0.800	0.894	0.783	0.822	0.901	0.833	0.822	0.944	0.75
	LightGBM	0.667	0.5	0	0.667	0.5	0	0.667	0.5	0
	CatBoost	0.800	0.922	0.75	0.800	0.922	0.75	0.844	0.933	0.783