Ensembling models are a robust approach to enhancing the efficiency of the predictive models. It is a well-thought out strategy that is very similar to a power-packed word—TEAM !! Any task done by a team leads to significant accomplishments.
Ensemble methods
What are ensemble models?
Likewise, in the ML world, an ensemble model is a team of models operating together to enhance the result of their work. Technically, ensemble models comprise of several supervised learning models that are individually trained, and the results are merged in various ways to achieve the final prediction. This result has higher predictive power than the results of any of its constituting learning algorithms independently.
Mostly, there are...
