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

Table 4

Performance of proposed method on PIE10P dataset. Each row indicates the performance of each run and the last row shows the weighted average of 10 runs.

Class	Instances	TP rate	FP rate	Precision	Recall	-measure	Roc area
1	21	1	0	1	1	1	1
2	21	1	0	1	1	1	1
3	21	1	0.005	0.955	1	0.977	1
4	21	1	0.005	0.955	1	0.977	0.998
5	21	1	0	1	1	1	1
6	21	0.952	0	1	0.952	0.976	0.996
7	21	1	0	1	1	1	1
8	21	0.952	0	1	0.952	0.976	0.979
9	21	1	0	1	1	1	1
10	21	1	0	1	1	1	1
Average		0.99	0.001	0.991	0.99	0.99	0.997