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To reduce over-fitting in a random forest classifier you should: Ensure that all the examples in a leaf node belong to the same class. Use

To reduce over-fitting in a random forest classifier you should: Ensure that all the examples in a leaf node belong to the same class. Use the Gini metric rather than the Entropy metric as a measure of impurity

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