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I have a difficulty answering the question below Logistic regression is not a good fit for the data. What would you suggest to fit and

I have a difficulty answering the question below

"Logistic regression is not a good fit for the data. What would you suggest to fit and why? We are not asking you to spend hours finding the best possible model but to offer plausible suggestions along with your reasoning."

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