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Repeatedly withholding subsets of the data during model fitting in order to quantify the model performance on the withheld data subsets.
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Classification: Random Forest vs. Decision tree
Suppose you are given a dataset with 4 attributes (F1, F2, F3, and F4). The class label is contained in attribute F4.
Now you build a random forest classification model and you test its performance …