Table 6.

Prediction results of different decision tree integration methods on all features.

Dataset	CART	Bagging	RF	Boosting
HIA	72.87 (2.81)	78.37 (1.79)	79.64 (1.09)	80.57 (1.77)
P-gP	68.79 (2.87)	79.15 (2.77)	80.19 (1.71)	81.01 (1.57)
TdP	81.01 (1.21)	83.17 (0.81)	83.63 (0.37)	84.40 (0.34)
MDRR	77.33 (1.88)	82.44 (0.73)	83.14 (0.57)	83.47 (0.37)
BBB	72.07 (2.21)	76.01 (1.01)	76.03 (1.19)	78.72 (0.67)
Factor Xa	92.21 (0.91)	94.72 (1.12)	93.44 (0.55)	95.37 (0.49)
Average	77.03	82.34	82.64	83.77