Mathematical Problems in Engineering / 2015 / Article / Tab 5

Research Article

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

Table 5

Performance of proposed method on PIX10P 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

110101111
210101111
310101111
410101111
510101111
610101111
7100.9010.90.9470.947
81010.0110.90910.9520.996
910101111
1010101111

Average0.990.0010.9910.990.990.994