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Correlations depends on the classes of the response

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Consider a classification problem, where (i) the response is affected by a set of predictors, (ii) the predictors follow approximately a multivariate normal distribution, (iii) the predictors are correlated to each other, and (iv) the strength of the correlations depends on the classes of the response. Which of the following classifiers is likely to generate the smallest test error rate?

Logistic regression

LDA

QDA

KNN with a large K

KNN with a small K

Reference no: EM132856364

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