What are the advantages and the disadvantages of using the ensemble techniques: hard-voting classifier, averaging, weighted averaging, stacking, bagging, random forest, and boosting. Describe a flowchart that could be used to decide the ensemble method that is most appropriate for a given scenario. What are the assumptions and limitations of your flowchart?
What are the advantages and the disadvantages of using the ensemble techniques: hard-voting classifier, averaging, weighted averaging, stacking, bagging, random forest, and boosting. Describe a flowchart that could be used to decide the ensemble method that is most appropriate for a given scenario. What are the assumptions and limitations of your flowchart?
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What are the advantages and the disadvantages of using the ensemble techniques: hard-voting classifier, averaging, weighted averaging, stacking, bagging, random forest, and boosting. Describe a flowchart that could be used to decide the ensemble method that is most appropriate for a given scenario. What are the assumptions and limitations of your flowchart?
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