Computer scienceData scienceMachine learningEnsemble learning

Random forest

Answer of a classification model

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Imagine, that we have a random forest classification model that has $10$ trees and it can classify $3$ types of objects.
We applied this model to a single object and the trees gave the following predictions: $0,\ 0,\ 2,\ 0,\ 1,\ 0,\ 0,\ 2,\ 0,\ 0$ .

What will be the final prediction of the model?

The final prediction of the random forest model in the case of classification is the class label predicted by most trees.

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