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Mathematical Problems in Engineering

Mathematical Problems in Engineering / 2015 / Article / Alg 1

Research Article

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