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

Table 10

Classification accuracy of 10 runs of 10-fold cross validation for proposed method, bagging, AdaBoost, and random forest on ORL10P.

	Proposed	Bagging	AdaBoost	Random forest
1	100	100	100	95
2	100	100	100	98
3	100	100	100	97
4	100	100	100	95
5	100	100	100	97
6	100	100	100	95
7	100	100	100	97
8	100	100	100	97
9	100	100	100	96
10	100	100	100	98