Mathematical Problems in Engineering / 2015 / Article / Tab 9

Research Article

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

Table 9

Classification accuracy of 10 runs of 10-fold cross validation for proposed method, bagging, AdaBoost, and random forest on AR10P.

ProposedBaggingAdaBoostRandom forest

196.9293.8593.0892.69
296.9296.9293.0891.15
394.6292.3191.5490.62
494.6295.3894.6292.69
596.1593.8593.0894.23
696.1592.3193.8592.69
796.1593.8593.8592.62
896.9296.9292.3190.62
996.1593.8593.8592.69
1096.9296.9293.0890.62