Ensemble Method in Machine Learning

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What is Git and Github? Git is a distributed version control system that is used to track the changes (different versions of the software) made by many different people (distributed) to the repository (where the software is stored) of the software. I...

Ensemble method is a technique in which we take a group of the #ml models and then we combine the predictions of those models to produce optimal predictive model. Ensemble means a group.
Use the ensemble and make prediction
Then calculate a loss function eg: mean squared error
Fit a new model using the loss function
Add this new model in ensemble
Repeat
Voting
Averaging
Stacking
Bootstrap
Aggregating (Bagging)
Boosting