Which of the following statements about random forests is false? a. The predictive performance of a random

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Which of the following statements about random forests is false?

a. The predictive performance of a random forest is often competitive with a boosting ensemble, and it is computationally much simpler.

b. A random forest is an ensemble consisting of a combination of different types of classifiers (k-nearest neighbors, logistic regression, neural networks, and trees).

c. A random forest is not as interpretable as an individual tree.

d. Correlation between individual trees in a random forest is reduced by limiting the number features considered at the variable splits.

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Business Analytics

ISBN: 9780357902219

5th Edition

Authors: Jeffrey D. Camm, James J. Cochran, Michael J. Fry, Jeffrey W. Ohlmann

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