Mathematical Problems in Engineering / 2015 / Article / Tab 4

Research Article

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.

ClassInstancesTP rateFP ratePrecisionRecall-measureRoc area

121101111
221101111
32110.0050.95510.9771
42110.0050.95510.9770.998
521101111
6210.952010.9520.9760.996
721101111
8210.952010.9520.9760.979
921101111
1021101111

Average0.990.0010.9910.990.990.997