Table 1.

The performance of combining different base models in ECSG on the MP database

Model	ACC	Precision	Recall	F1	NPV	AUC	AUPR
M1	0.766	0.727	0.669	0.697	0.788	0.842	0.770
M2	0.741	0.712	0.603	0.652	0.758	0.820	0.740
M3	0.702	0.662	0.532	0.590	0.721	0.766	0.670
M1 + M2	0.805	0.776	0.725	0.750	0.823	0.883	0.828
M1 + M3	0.779	0.733	0.711	0.722	0.809	0.861	0.800
M2 + M3	0.799	0.761	0.729	0.745	0.822	0.873	0.813
M1 + M2 + M3	0.807	0.778	0.728	0.752	0.824	0.886	0.834

M1, M2, and M3 represent the base models ECCNN, Roost, and Magpie respectively.