Where to use ensemble techniques?
Question
Name an example where ensemble techniques might be useful.
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Machine Learning
4 years
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Answer ( 1 )
Ensemble techniques use a combination of learning algorithms to optimize better predictive performance. They typically reduce overfitting in models and make the model more robust (unlikely to be influenced by small changes in the training data.
You could list some examples of ensemble methods, from bagging to boosting a “bucket of models” method, and demonstrate how they could increase predictive power.