Research Article

A Theoretical Analysis of Why Hybrid Ensembles Work

Algorithm 1

Process to create a hybrid ensemble.
Input: A data set , a set of clssification algorithms , the number of classifiers
Output: An ensemble
Steps:
For to
Use bootstrap sampling to sample and generate , which is of the same size of D
Select the ()th element in as
Train by applying on
End For
Return