Parallel classifiers ensemble with hierarchical machine learning for imbalanced classes

  • Yun Zhang, Bing Luo
  • Published 2008 in
    2008 International Conference on Machine Learning…
Imbalanced distributions and mis-classified costs of two classes made conventional classification methods suffered. This paper proposed a new fast parallel classification method for imbalanced classes. Considering imbalanced distributions, the approach adopted a fast simple classifier with less features input working parallel with a complicated one. Most… CONTINUE READING