Table 7.

Prediction results of the decision tree integration method on different feature sets.

Dataset	All descriptors	Select descriptor	All descriptors	Select descriptor	All descriptors	Select descriptor
HIA	78.17	82.34	79.74	82.15	80.78	84.31
P-gP	79.23	81.74	80.15	82.74	80.71	81.89
TdP	83.14	85.24	83.13	84.52	84.14	87.65
MDRR	81.99	83.41	83.05	83.17	83.84	85.49
BBB	75.97	81.05	78.13	78.99	79.68	80.17
Factor Xa	93.17	95.40	92.19	95.54	94.34	96.17
Average	82.97	83.77	81.78	84.88	81.95	85.12