Approaches to Combine Techniques Used by Ensemble Learning Methods ⋆

@inproceedings{Sun2011ApproachesTC,
  title={Approaches to Combine Techniques Used by Ensemble Learning Methods ⋆},
  author={Binxuan Sun and Jiarong Luo and Shuangbao Shu and Yu Nan},
  year={2011}
}
Discuss approaches to combine techniques used by ensemble learning methods. Randomness which is used by Bagging and Random Forests is introduced into Adaboost to get robust performance under noisy situation. Declare that when the randomness introduced into AdaBoost equals to 100, the proposed algorithm turns out to be a Random Forests with weight update… CONTINUE READING