Mathematical Problems in Engineering / 2015 / Article / Tab 2

Research Article

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.

ClassInstancesTP rateFP ratePrecisionRecall-measureRoc area

11310.0170.86710.9291
2130.923010.9230.960.995
3130.923010.9230.960.998
41310.0090.92910.9631
5130.9230.0090.9230.9230.9230.983
613101111
7130.923010.9230.960.992
813101111
913101111
1013101111

Average0.9690.0030.9720.9690.9690.977