Logistic regression can only be used when (Select one) A. you have a numerical label and numerical attributes. B. you have a binominal label and numerical attributes. C. you have a numerical label and polynominal attributes. D. the data is from a logistics use case.
Question
Logistic regression can only be used when (Select one)
A. you have a numerical label and numerical attributes. B. you have a binominal label and numerical attributes. C. you have a numerical label and polynominal attributes. D. the data is from a logistics use case.
Solution
The correct answer is B. Logistic regression is used when you have a binomial label (a variable with two possible types) and numerical attributes. This is because logistic regression predicts the probability of occurrence of an event by fitting data to a logistic function, making it a suitable technique for binary classification problems.
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