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

Table 12

Classification accuracy of 10 runs of 10-fold cross validation for proposed method, bagging, AdaBoost, and random forest on PIX10P.

	Proposed	Bagging	AdaBoost	Random forest
1	99	97	97	96
2	99	96	96	96
3	99	96	98	95
4	99	97	96	96
5	99	97	98	97
6	99	97	97	95
7	99	98	97	96
8	99	97	98	95
9	99	97	97	95
10	99	97	96	96