Mathematical Problems in Engineering / 2015 / Article / Tab 11

Research Article

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

Table 11

Classification accuracy of 10 runs of 10-fold cross validation for proposed method, bagging, AdaBoost, and random forest on PIE10P.

ProposedBaggingAdaBoostRandom forest

199.0598.5798.0997.62
298.5797.6298.0995.24
398.5798.0998.0996.67
498.5798.0997.6296.67
599.5297.6297.6296.19
699.0597.1497.6296.19
799.5298.5797.6298.10
899.5297.1497.6296.67
999.5298.5798.0996.19
1098.5798.5798.0996.67