prediction model that is composed of a set of models is called a model ensemble. Models must be different

can help both Overfitting and Underfitting

Bagging, Boosting & Stacking

How to Ensemble/ Aggregation

  • weighted aggregation of prediction
    • weights can be some confidence factor of each model
  • majority or max voting (for classification)
  • average (for regression)