Mathematical Problems in Engineering / 2015 / Article / Tab 7

Research Article

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

Table 7

Performance of proposed method on Prostate 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

N500.980.0580.9420.980.9610.96
T520.9420.020.980.9420.9610.96

Average0.9610.0380.9620.9610.9610.96