A researcher is planning a logistic regression to model the probability of disease occurrence. The researcher determines the rate of disease occurrence in the population is 1%.
For which of the following would this study be a candidate?
A researcher is planning a logistic regression to model the probability of disease occurrence. The researcher determines the rate of disease occurrence in the population is 1%.
For which of the following would this study be a candidate?
The rate of disease occurrence in the population is only 1%, which indicates a rare event. In such situations, undersampling the majority class or oversampling the minority class is often used to handle the imbalance. Therefore, the correct answer is oversampling.
The Correct answer is oversampling
Due to rare event, the correct answer is B: oversampling