Mathematical Problems in Engineering / 2015 / Article / Alg 3

Research Article

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

Algorithm 3

Random forest.
Input: training data , number of selected variables , number of trees
Output: Aggregated classifier
Begin:
(1) for to
(2)   = bootstrap sample from (sample with replacement)
(3)   size of ( will be randomly selected from original input space)
(4)   (: Classification and regression tree)
(5) }
(6) 
End