Which of the following statements about bagging is false? a. Bagging generates a composite prediction by weighting

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Which of the following statements about bagging is false?

a. Bagging generates a composite prediction by weighting the votes of the individual classifiers by their individual accuracies.

b. Bagging generates a committee of different classifiers by constructing them from slightly different training sets.

c. Bagging enables out-of-bag error estimation that provides an estimate of out-ofsample predictive performance.

d. A weakness of bagging is that the individual models still may be highly correlated.

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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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