Mathematical Problems in Engineering / 2015 / Article / Tab 13

Research Article

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

Table 13

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

ProposedBaggingAdaBoostRandom forest

198.6195.8397.2291.67
210094.4497.2293.06
398.6195.8397.2291.67
498.6195.8397.2290.28
598.6191.6795.8393.06
698.6194.4497.2294.44
798.6194.4497.2293.06
898.6193.0695.8391.67
998.6193.0697.2293.06
1098.6194.4495.8397.22