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

Algorithm 1

Bagging.

Input: training data , Inducer , number of bootstrap samples

Output: Aggregated classifier

Begin:

(1)  for to

(2)    = bootstrap sample from (sample with replacement)

(3)   

(4)  }

(5)  

End