A New Ensemble Method with Feature Space Partitioning for High-Dimensional Data Classification

Table 2

Performance of proposed method on AR10P dataset. Each row indicates the performance on each class and the last row shows the weighted average.

Class	Instances	TP rate	FP rate	Precision	Recall	-measure	Roc area
1	13	1	0.017	0.867	1	0.929	1
2	13	0.923	0	1	0.923	0.96	0.995
3	13	0.923	0	1	0.923	0.96	0.998
4	13	1	0.009	0.929	1	0.963	1
5	13	0.923	0.009	0.923	0.923	0.923	0.983
6	13	1	0	1	1	1	1
7	13	0.923	0	1	0.923	0.96	0.992
8	13	1	0	1	1	1	1
9	13	1	0	1	1	1	1
10	13	1	0	1	1	1	1
Average		0.969	0.003	0.972	0.969	0.969	0.977