Logistic Regression Assumptions

Medium

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A junior data scientist claims logistic regression assumes the target variable is normally distributed. What is the correct response?

Multiple Choice

They are correct; logistic regression assumes normality of the response variable They are incorrect; logistic regression assumes linearity between features and the log-odds, not normality of the target They are incorrect; logistic regression makes no assumptions at all They are correct, but only when the target has more than two classes

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Logistic Regression Assumptions

Multiple Choice

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