What are some real-world examples of logistic regression?
Logistic regression is widely used in various fields. For instance, in healthcare, it's used to predict the likelihood of a patient having a disease based on certain risk factors.
Can you give me more examples?
Sure! In finance, logistic regression helps in credit scoring to determine the probability of a borrower defaulting on a loan.
What about marketing?
In marketing, companies use logistic regression to predict customer churn, helping them identify which customers are likely to leave.
Are there any examples in sports?
Yes! In sports analytics, logistic regression can predict the outcome of a game based on team statistics and player performance.
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