Boosting Rong Jin. Inefficiency with Bagging D Bagging … D1D1 D2D2 DkDk Boostrap Sampling h1h1 h2h2 hkhk Inefficient boostrap sampling: Every example.
Limitations of Cotemporary Classification Algorithms Major limitations of classification algorithms like Adaboost, SVMs, or Naïve Bayes include, Requirement.