Table 2.

Performance of ensemble models in five-fold cross-validation. The performance values are represented as means and standard deviation.

Models	Fingerprints	Q (%)	SE (%)	SP (%)	AUC (%)
Ensemble SVM	Top 7	69.4 ± 2.9	65.2 ± 5.2	73.5 ± 4.6	75.6 ± 3.0
Ensemble RF	Top 7	69.2 ± 2.9	67.0 ± 5.1	71.3 ± 4.6	75.7 ± 2.9
Ensemble XGBoost	Top 7	70.1 ± 2.9	67.0 ± 5.0	73.1 ± 4.4	76.5 ± 2.9
Ensemble SVM 2	All 12	69.1 ± 3.0	64.3 ± 5.3	73.7 ± 4.7	76.0 ± 3.1
Ensemble RF 2	All 12	68.6 ± 2.9	65.5 ± 4.9	71.6 ± 4.6	75.5 ± 3.0
Ensemble XGBoost 2	All 12	69.8 ± 3.0	65.8 ± 5.0	73.7 ± 4.5	76.6 ± 3.0