Mathematical Problems in Engineering / 2015 / Article / Tab 6

Research Article

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

Table 6

Performance of proposed method on Leukemia 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

ALL24101111
AML200.95010.950.9740.975
MLL2810.0230.96610.9820.989

Average0.9860.0090.9870.9860.9860.989