Thanks for your response. My question was when we use the term "oversampling", doesn't it mean creating new observations ( synthetic or duplicate) In the example, there wasn't any oversampling of the event. A balanced set was reached by undersampling the majority Hence I thought the use of the phrase "oversampling of the event" was incorrect Offset is just to adjust the intercept by inputting the prior probability.
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